setwd('/Users/junchaoshen/UPenn BMI')
library(data.table)
library(dendextend)
library(stabs)
library(lars)
library(GGally)
library(mlbench) # for cross validation
library(caret)
library(ggplot2)
library(caret) # LR model training
library(dplyr) # data manipulation
library(ROCR) #for plotting ROC
library(e1071)
library(ggpubr) # for plotting
library(tidyverse) #for data manipulation
library(caret) #for cross validation
library(ROCR) #for ROC
library(pROC) #for generating ROC curves
library(lme4) # for LME model
library(survival) # for survivalan alysis
library(survminer) #for survival analysis
library(ggfortify) # for plotting
library(gridExtra)
library(grid)
library(sjPlot)
library(sjmisc)
library(nlme)
library(lme4)
library(plyr)
library(knitr)
library(kableExtra)
options(warn = -1)
BMIN 503
Large-scale proteomic analysis identified both diagnostic and prognostic plasma biomarkers for Parkinson’s Disease
Background: Parkinson’s Disease (PD) is the second most common neurodegenerative disease affecting over 2 million people in the United States. Patients with Parkinson’s Disease demonstrated a series of cognitive, motor and psychotic symptoms. However, up to date, there still weren’t any cliniaclly validated blood based diagnostic test that can quickly help clinicians to confirm the diagnosis of PD. The fact that different Parkinson’s patients displayed highly heterogenous sypmtoms raised further challenges to the development of such tests. Therefore, the goal of this project is to identify any potential biomarkers associated with the diagnosis and prognosis of PD, and based on that trained a classifier that can 1) differente PD patients from non-PD patients 2) different PD patients with a faster progression rate from slowly progressing PD patients with high performance.
Goal: This project aims to conduct a large-scale proteomic analysis to screen potential plasma proteins that can A) differentiate Parkinson’s patients from normal healthy controls B) differentiate fast cognitive progressors from slow cognitive progressors based on change in MoCA (Montreal Cognitive Assessment) score change over time C) differentiate fast motor progressors from slow motor progressors based on change in UPDRS-III (Unified Parkinson’s Disease Rating Scale) score over time
Faculty and Staff Mentor:
Alice Chen-Plotkin Professor of Neurology
Marijan Posavi Senior Research Scientist
Data Source: Datasets used for this project were downloaded from NIH Parkinson’s Disease Biomarker Program database. A total of 319 PD + Normal Control Subjects were enrolled in this study through two different cohorts - University of Texas Southwestern School of Medicine and Penn State Hershey School of Medicine. A total of ~1100 plasma proteins were measured in all 319 subjects through a high through-put proteomic platform known as SomaScan. Clinical and demographic information for these patients were also collected at each cohort.
Analysis Plan:
A. Cross Section Analysis
Data Cleaning and Outlier Detection Since those samples were collected from two different cohorts, it would be helpful to start with a principle component analysis (PCA) to detect any potential batch effect. Besides, PCA analysis can help us quickly identify if there’s any significant outliers so that we can remove outliers before formal analysis
Differential Expression Analysis Compare the proteins expression level between normal control and subjects diagnosed with Parkinson’s Disease. Benjamini-Hochberg method was used to adjust for multiple comparison. Proteins that pass the adjusted p-value of 0.05 were considered as proteins that were significantly associated with the phenotype of Parkinson’s Disease. Fold change was calculated using log2(Control-PD). Vocalno plot was used to visualize the difference in protein expression between PD and control group.
3). Gene Set Enrichment Analysis (GSEA)
After identifying plasma proteins that differentiate PD from control, we created a dictionary to map protein names into their corresponding gene symbols. Using KEGG pathway files, GESA analysis was conducted to identify any potential underlying mechanisms associated with the proteins identified in the 2) and their associated genes.
4). Classifcation Analysis
Using the top 3 proteins identified through the differential expression analysis, we next trained a logistic-regression based classification model, validated with 5-fold cross validation over 50 iterations, to understand how well the top 3 proteins we identified - BSP, OMD and ApoM - together with age and sex, can help differentiate PD subjects from control subjects.
Linear-mixed effects model was used to evaluate the effect of the top protein biomarkers identified in (A) on change in MoCA score over time, after age and sex were adjusted for.
Model: MoCA ~ time x top proteins + age + sex
Linear-mixed efefcts model was used to evaluate the effect of the top protein biomarekrs indentified in (A) on change in UPDRS-III score over time, after age and sex were adjusted for
Model: UPDRS ~ time x top proteins + age + sex
Differential Expression Analysis ended up identifying a total of 47 proteins that are differentially expressed between PD and normal. With only 8 proteins, the model already start to overfitting as you can see that the model with 8 proteins + age showed an AUC score of 0.78 on training cohort but only less than 0.6 on training cohort. However, it is also possible that there existed a significant batch effect when proteins were measured in samples in two different batches. Clustering analysis clearly showed the presence of co-linearlities between proteins, therefore it might be helpful to use some kind of feature selection algorithms to further reduce the dimensions before training the model. It is very interesting that KEGG pathway enrichment analysis showed that chemokine signaling seemed to be most significantly enriched. However, downstream manupilative experiments are needed to understand the biological meaning of that pathway. It is also very interesting that a lot of proteins showed up in the DE analysis were involved in the inflammatory reaction, like C-reactive protein. This might suggested that PD patients have a higher systemic inflammation level compared to normal control, which is consistent with the wide observation that microglia activation level in higher in the CNS of PD patients than normal control.
Furthermore, generalized linear mixed effect model with random intercept was used to study the effect of top 20 proteins on the long-term clinical outcomes (both on cognitive fucntion and on motor function). Out of the top 20 proteins, FCN1 and BSP seemed to be potential prognostic biomarkers that predict cognitve function. Patients who are in top tertile of BSP measurements developed cognitive function decline much more rapidly compared to patients in the lower two tertiles. Patients who are in the first tertile (the lowest tertile of FCN1 measuremnts) seem to have a faster cognitive function decline than those who are in the first two tertiles. Out of top 20 proteins, IFGBP.2 level seems to be correlated with the incidents of developing dementia according to the Cox Proportional Hazard model. Specifically, patients in the fourth quratile of IGFBP.2 measurements are 7 times more likely to develop dementia compared to those in the lowest quartile.
In addition, longitudinal motor function analysis suggested that NCAM.120 might be a potential biomaker for motor function over time. Patients who have lower NCAM 120 seemed to have a slower motor function progression (not very clear difference though). Also, since it looks like patients with different baseline NCAM 120 measurements have different baseline MoCA score as well, it might be useful for us to include baseline MoCA as a covariant in the LME model as well in the future.
The limit of this study is that this is an entirely analytic project, therefore, no causal relationship can be inferred. A quick screen at the top 20 proteins didn’t identify any significant pQTL effect, which made the Mendelian Randomization (MR) analysis planned in the beginning impossible to conduct. Also, since Somalogic is a new proteomic platform, it remains unknown how reliable the protein measurements are. Therefore, it might be interesting to use ELISA essay to validate some of the proteomic measurements to see how valid they are.
# Read the proteomic dataset
setwd('/Users/junchaoshen/UPenn BMI')
df = read.csv('Protein Demographic.csv',skip = 6)
kable(df[1:5,], "html") %>% kable_styling("striped") %>% scroll_box(width = "100%")
| GUID | Group | Site | Age | LDOPADoseTm | MDS_UPDRS.Total.Score | Gender | PlateId | CHIP | CEBPB | NSE | PIAS4 | IL.10.Ra | STAT3 | IRF1 | c.Jun | Mcl.1 | OAS1 | c.Myc | SMAD3 | SMAD2 | IL.23 | PDGFRA | IL.12 | STAT1 | STAT6 | LRRK2 | Osteocalcin | IL.5 | GPDA | IgA | LPPL | HEMK2 | PDXK | TLR4 | REG4 | HSP.27 | YKL.40 | Alpha.enolase | Apo.L1 | CD38 | CD59 | FABPL | GDF.11 | BTC | HIF.1a | S100A6 | SECTM1 | RSPO3 | PSP | Apoptosis.regulator.Bcl.W | VEGF.D | SOST | FAM3D | CSH | EFNB1 | SNP25 | LYPD3 | NEGR1 | BCL6 | FSTL1 | Osteopontin | Lumican | CD177 | CHKB | SMOC1 | protein.Z.inhibitor | FLRT2 | FLRT3 | ISLR2 | Vitronectin | DSC2 | LDLR | HXK2 | HXK1 | SEM5A | LTBP4 | PIANP | Adrenomedullin | S100A4 | RNF43 | TRAIL.R4 | ZNRF3 | GI24 | Ephrin.A2 | ApoM | IFN.b | IFN10 | IFNA7 | EFNB2 | HHLA2 | IL.1.sRII | AMGO2 | RXFP1 | C1QR1 | NRG4 | H2B2E | H2A3 | H31 | IFN.g | IL.1F8 | IL.1F6 | UCRP | Ephrin.A3 | X14.3.3.protein.beta.alpha | X14.3.3E | Annexin.V | Myostatin | C4b | Coagulation.Factor.XI | CTACK | Endostatin | TIMP.1 | tPA | EG.VEGF | TIMP.2 | TGF.b1 | VEGF.sR3 | C5 | Apo.E | BDNF | C8 | Cathepsin.G | CXCL16..soluble | FGF.10 | FGF.8B | GIIE | GV | MIP.3a | SAP | SCF.sR | TIMP.3 | Angiopoietin.4 | Cadherin.E | GFRa.3 | Ephrin.B3 | GFRa.2 | X6Ckine | HMG.1 | OPG | b.Endorphin | Factor.I | IGFBP.3 | MCP.1 | MMP.9 | Myeloperoxidase | PRL | VEGF | X4.1BB | X4.1BB.ligand | Angiopoietin.2 | B7 | CD30 | CLF.1.CLC.Complex | Cystatin.C | Dtk | eIF.5 | Ephrin.A4 | Ephrin.A5 | ERBB2 | ERBB3 | ERBB4 | GA733.1.protein | gp130..soluble | HO.2 | HPV.E7.Type.16 | HPV.E7.Type18 | HSP.90a.b | IL.1.R.AcP | IL.10.Rb | IL.12.Rb1 | IL.13.Ra1 | IL.2.sRg | Layilin | Lymphotoxin.b.R | Macrophage.mannose.receptor | M.CSF.R | MSP.R | PAFAH.beta.subunit | P.Cadherin | PKC.A | PKC.Z | Rab.GDP.dissociation.inhibitor.beta | sICAM.3 | suPAR | TNF.sR.I | TrkC | BCMA | Bone.proteoglycan.II | Calpain.I | CK.MM | ERBB1 | HGF | HSP.60 | iC3b | IGFBP.5 | IGFBP.6 | MIA | NPS.PLA2 | OSM | PECAM.1 | Persephin | PF.4 | Protein.S | TACI | TECK | Thyroxine.Binding.Globulin | TNFSF18 | CNTFR.alpha | EMAP.2 | EPO.R | G.CSF.R | IL.1F7 | Laminin | MICA | NADPH.P450.Oxidoreductase | NANOG | NKp44 | NovH | Siglec.6 | Siglec.7 | Sonic.Hedgehog | IgG | TSLP.R | ULBP.3 | Activin.A | Apo.A.I | Azurocidin | BMP.14 | C1q | C3 | C3adesArg | DRR1 | FGF.18 | FGF.19 | FGF.20 | FGF9 | GDF.11.8 | Hemopexin | HIV.2.Rev | I.309 | IGFBP.1 | IL.10 | IL.16 | IL.17F | IL.22 | Lactoferrin | LAG.1 | LD78.beta | MCP.2 | MMP.3 | MMP.7 | NAP.2 | SOD | Fibrinogen | Apo.B | ACE2 | Activin.RIB | ADAMTS.4 | Angiopoietin.1 | ART | BCAM | Cadherin.5 | CD97 | COMMD7 | EDA | Fractalkine.CX3CL.1 | HAI.1 | IL.27 | Kallikrein.11 | Kallikrein.4 | kallikrein.8 | Ku70 | Lipocalin.2 | Met | MMP.17 | OX40.Ligand | sFRP.3 | SPINT2 | sTie.1 | Ubiquitin.1 | WIF.1 | AIF1 | C5a | CHK1 | ERK.1 | Glucocorticoid.receptor | Hat1 | HDAC8 | Karyopherin.a2 | MEK1 | MOZ | PKC.D | RAC1 | RAD51 | TBP | Topoisomerase.I | UBC9 | YES | a1.Antichymotrypsin | C7 | Cardiotrophin.1 | CCL28 | CD22 | HCC.1 | IL.4 | Midkine | MPIF.1 | PCNA | sRANKL | PAI.1 | Apo.E3 | Apo.E4 | Artemin | Cytochrome.c | Cytochrome.P450.3A4 | DAN | ER | Factor.D | Growth.hormone.receptor | GX | IGFBP.4 | IGF.I | Luteinizing.hormone | Properdin | Protein.C | PTHrP | SCGF.beta | VCAM.1 | TNFSF15 | ALK.1 | AREG | BMP.7 | CD36.ANTIGEN | contactin.1 | CTGF | Desmoglein.1 | EDAR | ENA.78 | ESAM | Galectin.4 | Gro.a | Gro.b.g | Histone.H1.2 | ICOS | IL.1.sRI | IL.17.sR | IL.18.Rb | IL.1Rrp2 | JAM.B | JAM.C | LSAMP | MBL | NKp30 | PD.L2 | PTP.1B | Siglec.9 | TGF.b.R.III | TSLP | CTLA.4 | a2.Antiplasmin | bFGF | Calpastatin | Ck.b.8.1 | DC.SIGN | DC.SIGNR | FSH | Galectin.2 | GFAP | IL.19 | IL.1b | I.TAC | MIP.1a | MRC2 | Myoglobin | ON | PARC | PTN | resistin | Trypsin | vWF | Fas.ligand..soluble | Flt3.ligand | Haptoglobin..Mixed.Type | IL.4.sR | NKG2D | WISP.1 | BAFF | C9 | Cathepsin.B | FGF.5 | Galectin.3 | GDF.9 | IgM | IL.2 | IL.13 | IL.18.BPa | LBP | Coagulation.Factor.Xa | PlGF | TIG2 | ULBP.1 | ULBP.2 | XEDAR | Aurora.kinase.A | MK01 | SMAC | VEGF.C | sCD4 | IL.2.sRa | TNF.sR.II | Siglec.3 | ADAMTS.5 | IDUA | AMPM2 | amyloid.precursor.protein | ARSB | ASAHL | ATS1 | ATS13 | Carbonic.Anhydrase.IV | CATC | Cathepsin.A | Cathepsin.S | CD39 | Coagulation.Factor.VII | C2 | CRIS3 | Enterokinase | WFKN1 | Glutamate.carboxypeptidase | GPVI | Granulysin | HPLN1 | IDE | IDS | kallikrein.12 | kallikrein.13 | kallikrein.5 | KREM2 | LKHA4 | LYVE1 | MATN3 | MEPE | METAP1 | ASAH2 | Nidogen | PIGR | Protease.nexin.I | RET | SARP.2 | Semaphorin.3A | TrATPase | URB | WFKN2 | Aggrecan | ANGL3 | BGH3 | BGN | C1r | Carbonic.Anhydrase.X | CD109 | CD23 | CD48 | CD5L | CFC1 | CNTN2 | Contactin.4 | Contactin.5 | CYTF | Cystatin.M | DLL4 | FCG2A | FCG2B | FCG3B | FCGR1 | FCN2 | GFRa.1 | GPC2 | Heparin.cofactor.II | HTRA2 | IGFBP.7 | IL24 | LRIG3 | LRP8 | LY9 | MATN2 | Nectin.like.protein.2 | NET4 | PGRP.S | RGMB | RGM.C | TFPI | TSP2 | TSP4 | ABL1 | Aminoacylase.1 | Antithrombin.III | AURKB | BARK1 | BMP.1 | CAMK2A | CAMK2B | Carbonic.anhydrase.6 | Carbonic.anhydrase.VII | CDK2.cyclin.A | CDK5.p35 | CDK8.cyclin.C | Chk2 | CLC4K | CRDL1 | CSK | Cathepsin.V | Dkk.4 | ECM1 | FETUB | Granzyme.H | HCK | IL.17.RD | Kallikrein.7 | KPCI | LYNB | PAK3 | PAK7 | PCI | PIK3CA.PIK3R1 | PK3CG | PKB.a.b.g | PLK.1 | Renin | SHP.2 | STAB2 | TBK1 | TCPTP | TPSB2 | TPSG1 | UFC1 | Bcl.2 | BFL1 | BMX | BSP | BTK | CAMK1D | CAMK2D | Carbonic.anhydrase.XIII | CD30.Ligand | CDK1.cyclin.B | Chymase | CSK21 | EphA1 | EPHA3 | FN1.3 | FN1.4 | Flt.3 | FSTL3 | granzyme.A | GSK.3.alpha.beta | HIPK3 | IL.15.Ra | IL.18.Ra | IL.8 | IR | Kallistatin | Kallikrein.6 | LCK | LYN | Periostin | PDGF.Rb | PGCB | PRKACA | RPS6KA3 | sE.Selectin | STK16 | Survivin | Thrombopoietin.Receptor | Thrombospondin.1 | TrkA | TRY3 | DUS3 | XPNPEP1 | Angiotensinogen | b2.Microglobulin | b.ECGF | BLC | Catalase | CNTF | FGF.17 | GCP.2 | IFN.aA | IL.17B | Integrin.a1b1 | LEAP.1 | Lymphotoxin.a1.b2 | Lymphotoxin.a2.b1 | MDC | MIP.5 | Proteinase.3 | SDF.1 | TAFI | TARC | TGF.b3 | TSH | Vasoactive.Intestinal.Peptide | CD40.ligand..soluble | DKK1 | dopa.decarboxylase | Adiponectin | a1.Antitrypsin | a2.HS.Glycoprotein | Arylsulfatase.A | BASI | BMP10 | Cadherin.6 | CAMK1 | Caspase.3 | CATE | Chitotriosidase.1 | CHL1 | CLC7A | MASP3 | Discoidin.domain.receptor.2 | DKK3 | DPP2 | Endothelin.converting.enzyme.1 | EphB4 | FCN1 | GNS | HGFA | IL22RA1 | LGMN | LY86 | Marapsin | MMEL2 | MP2K2 | MRCKB | Nectin.like.protein.1 | NID2 | OBCAM | OCAD1 | OLR1 | RAP | SLAF5 | SLIK1 | Soggy.1 | TEC | TLR4.MD.2.complex | VEGF.sR2 | BMPER | Cadherin.12 | Calcineurin.B.a | complement.factor.H.related.5 | IGF.II.receptor | kallikrein.14 | Macrophage.scavenger.receptor | MFRP | Albumin | a2.Macroglobulin | ALT | Angiostatin | CK.MB | p27Kip1 | BNP.32 | PYY | Secretin | TNR4 | CSF.1 | Activated.Protein.C | COX.2 | STX1a | sTie.2 | ADAM.9 | ANGL4 | Cadherin.2 | Carbonic.anhydrase.9 | Carbonic.anhydrase.III | CK.BB | Cystatin.S | CYTD | Endocan | EphA5 | FGF23 | FGFR.2 | FGFR.3 | FGR | FYN | IL.12.RB2 | KPCT | MAPK2 | MAPK5 | MAPKAPK3 | MATK | MK08 | PAK6 | PDGF.CC | pTEN | PTK6 | TLR2 | UFM1 | AIP | Cyclophilin.A | DLRB1 | ETHE1 | GAPDH..liver | HSP.40 | MDHC | NACA | Peroxiredoxin.1 | PPAC | PSA1 | PSA6 | RS7 | RSK.like.protein.kinase | SBDS | SE6L2 | SGTA | TCTP | TMA | UB2L3 | ARI3A | CaMKK.alpha | CDC37 | DLC8 | IMB1 | ING1 | Lamin.B1 | LDH.H.1 | MBD4 | Mesothelin | NAGK | Phosphoglycerate.mutase.1 | PLPP | PSD7 | SKP1 | Sorting.nexin.4 | UBE2N | discoidin.domain.receptor.1 | FGF.4 | HSP.70 | sRAGE | BPI | C6 | Eotaxin.2 | Factor.B | FGF.6 | Fibronectin | FST | Granzyme.B | HB.EGF | IgE | IL.17D | IL.17E | IL.20 | IL.6.sRa | IL.7 | IP.10 | Lymphotactin | MCP.4 | Neurotrophin.3 | Neurotrophin.5 | PAPP.A | PDGF.BB | Plasmin | Plasminogen | Prekallikrein | alpha.1.antichymotrypsin.complex | P.Selectin | Tenascin | TGF.b2 | Thrombin | uPA | Factor.H | MMP.2 | Transferrin | Histone.H2A.z | Thyroglobulin | X14.3.3 | X4EBP2 | X6.Phosphogluconate.dehydrogenase | Aflatoxin.B1.aldehyde.reductase | AK1A1 | AN32B | Cofilin.1 | DRG.1 | EP15R | ERAB | FER | HNRPQ | IF4G2 | IGF.I.sR | IL.1.R4 | LCMT1 | LIN7B | M2.PK | MDM2 | NCAM.L1 | NDP.kinase.B | NSF1C | NUDC3 | PA2G4 | paraoxonase.1 | PESC | PFD5 | PHI | prostatic.binding.protein | Protein.disulfide.isomerase | PSA2 | RAN | RBM39 | SNAA | Sphingosine.kinase.1 | Spondin.1 | Thymidine.kinase | transcription.factor.MLR1..isoform.CRA_b | Transketolase | Triosephosphate.isomerase | XTP3A | PTP.1C | AMNLS | CYTT | BOC | CLC1B | SAA | CRP | sICAM.1 | DAPK2 | DYRK3 | MIC.1 | DHH | FGF.12 | FGF.16 | FGF.8A | IFN.lambda.1 | IFN.lambda.2 | MSP | SLPI | SP.D | ADAM12 | BCL2.like.1.protein | CHST2 | CHST6 | Collectin.Kidney.1 | ENPP7 | ENTP3 | ENTP5 | FCRL3 | GREM1 | hnRNP.A.B | LRRT1 | LRRT3 | MFGM | PCSK7 | PDPK1 | Sialoadhesin | SPARCL1 | SPHK2 | ST4S6 | TGM3 | Tropomyosin.2 | Ubiquitin | ZAP70 | C1.Esterase.Inhibitor | C3b | C4 | C5b..6.Complex | FGF7 | IL.3.Ra | IL.5.Ra | IL.11 | Kininogen..HMW | MMP.12 | NCAM.120 | PDGF.AA | SCGF.alpha | ATS15 | BSSP4 | BST1 | CBX5 | CDON | Clusterin | CONA1 | CTAP.III | DnaJ.homolog | EMR2 | FLRT1 | Fucosyltransferase.3 | FUT5 | GP114 | HDGR2 | IL.34 | KIRR3 | KYNU | Livin.B | NXPH1 | PLCG1 | PLXC1 | RSPO2 | SH21A | SLIK5 | SORC2 | PH | IL.6 | X3HIDH | GM.CSF | TNF.b | X41 | X17.beta.HSD.1 | Apo.D | IL.3 | PPIB | Protein.disulfide.isomerase.A3 | TFF3 | Afamin | Olfactomedin.4 | ASM3A | FAM107B | Gelsolin | CBG | Cytidylate.kinase | C34.gp41.HIV.Fragment | PERL | CO8A1 | ITI.heavy.chain.H4 | TXD12 | STRATIFIN | sL.Selectin | TRAIL.R1 | Epithelial.cell.kinase | G.CSF | Glypican.3 | IL.1a | BMPR1A | BMP.RII | TrkB | VEGF121 | Angiogenin | Coagulation.Factor.IX | Coagulation.Factor.X | GDF2 | Insulin | MCP.3 | WNT7A | ACTH | Glucagon | C3a | Calcineurin | Caspase.2 | Coactosin.like.protein | Coagulation.Factor.V | D.dimer | Endoglin | Galectin.8 | GIB | Glutathione.S.transferase.Pi | GOT1 | HCC.4 | HCG | Hemoglobin | IgD | Integrin.aVb5 | Lysozyme | MIP.3b | MIS | MMP.1 | MMP.13 | SHBG | Stanniocalcin.1 | TF | EPI | X40S.ribosomal.protein.SA | AGR2 | annexin.I | annexin.II | ARMEL | ARP19 | ARTS1 | ATP.synthase.beta.chain | C1QBP | CAPG | Carbonic.anhydrase.I | carbonic.anhydrase.II | CATZ | cIAP.2 | CRK | DBNL | DERM | DSC3 | Elafin | ERP29 | Esterase.D | FABPE | FAK1 | FCAR | FGFR4 | Fibrinogen.g.chain.dimer | GP1BA | GPC5 | GRN | GSTA3 | hnRNP.K | HPG. | HRG | IF4A3 | JAK2 | LG3BP | Mammaglobin.2 | MMP.14 | MK11 | MK12 | MK13 | MAPK14 | Mn.SOD | Moesin | PBEF | Myokinase..human | NCC27 | NCK1 | PAFAH | PARK7 | Peroxiredoxin.5 | Peroxiredoxin.6 | PGP9.5 | phosphoglycerate.kinase.1 | PPase | PUR8 | Rb | RS3 | sCD163 | SEPR | SIRT2 | SPTA2 | SSRP1 | Tropomyosin.1.alpha.chain | Trypsin.2 | TS | TSG.6 | B7.H1 | B7.H2 | CD226 | CD244 | CD83 | CLM6 | CRTAM | DAF | DcR3 | EPHAA | EPHB2 | EphB6 | GPNMB | IL.1.sR9 | IL.17B.R | IL.20.Ra | IL.22BP | IL.23.R | IL.7.Ra | ILT.2 | ILT.4 | JAG1 | JAG2 | JAML1 | KI2L4 | KI3L2 | KI3S1 | KLRF1 | LAG.3 | LIMP.II | MICB | MO2R1 | NKp46 | Nogo.Receptor | NOTC2 | Notch.1 | Notch.3 | Nr.CAM | NRX1B | NRX3B | OX2G | Prolactin.Receptor | RELT | ROBO2 | ROBO3 | SEM6B | Semaphorin.6A | sICAM.5 | SIG14 | SLAF6 | SREC.I | SREC.II | TAJ | TCCR | TGF.b.R.II | TIMD3 | TWEAKR | UNC5H3 | UNC5H4 | PDE7A | AMPK.a1b1g1 | K.ras | NMT1 | PDE9A | PPID | PSME3 | GCKR | CK2.A1.B | CK2.A2.B | PDK1 | KIF23 | IMDH1 | HMGR | PCSK9 | NR1D1 | PPIE | MP2K4 | JNK2 | AMPK.a2b2g1 | cGMP.stimulated.PDE | Cyclophilin.F | DRAK2 | IMDH2 | PDE11 | PDE1A | PDE3A | PDE4D | PDE5A | TAK1.TAB1 | TYK2 | ABL2 | BCAR3 | calreticulin | GRB2.related.adapter.protein.2 | MMP.16 | RAC3 | SHC1 | VAV | GHC2 | Eotaxin | Coagulation.Factor.IXab | Elastase | Apo.E2 | Troponin.T | Prothrombin | EGFRvIII | annexin.VI | B7.2 | calgranulin.B | Caspase.10 | CBPE | CKAP2 | CPNE1 | Cyclin.B1 | DLL1 | GPC6 | hnRNP.A2.B1 | HVEM | IL.1Ra | Keratin.18 | LIGHT | MIF | NLGNX | OMD | PIM1 | PKB.beta | Semaphorin.3E | SET | BAFF.Receptor | BRF.1 | Fas..soluble | sLeptin.R | DR6 | CAD15 | CD27 | RANK | SHPS1 | FABP | Troponin.I..skeletal..fast.twitch | Troponin.I | ANP | ALCAM | ASGR1 | CNDP1 | COLEC12 | CYTN | DEAD.box.protein.19B | Ficolin.3 | GAS1 | GRB2.adapter.protein | H6ST1 | HSP.90b | IL.17.RC | MED.1 | PKC.B.II | PKC.G | PSMA | RANTES | RASA1 | RBP | RGMA | RS3A | sICAM.2 | SLAF7 | SRCN1 | Stress.induced.phosphoprotein.1 | Testican.1 | Testican.2 | WNK3 | RUXF | Cathepsin.D | EGF | GITR | bFGF.R | TRAIL.R2 | NRP1 | AFP | BID | b.NGF | C3d | CD70 | Cripto | Epo | GDNF | IFN.g.R1 | IL.9 | LIF.sR | NG36 | Noggin | S100A12 | tau | X14.3.3.protein.zeta.delta | X3HAO | aldolase.A | ARGI1 | BAD | Dynactin.subunit.2 | EF.1.beta | eIF.4H | eIF.5A.1 | Gastrin.releasing.peptide | HINT1 | HSP70.protein.8 | Nucleoside.diphosphate.kinase.A | PEX5 | PSME1 | S100A7 | WISP.3 | Ferritin | TNF.a | TWEAK | Tpo | PTH | Somatostatin.28 | MP2K3 | p53 | PolyUbiquitin.K48 | PolyUbiquitin.K63 | NET1 | CD47 | ANK2 | X14.3.3.protein.theta | CREL1 | Lectin..mannose.binding.2 | LRP1B | MYPC1 | N.terminal.pro.BNP | Tropomyosin.4 | PACAP.27 | ghrelin | PACAP.38 | a.Synuclein | BMP.6 | HGH | SOD3 | RSPO4 | Cathepsin.H | Activin.AB | PSA | IGFBP.2 | RNase.H1 | ROR1 | CgA | MMP.10 | FBLN3 | Leptin | KEAP1 | gpIIbIIIa | Eotaxin.3 | SUMO3 | IL.17 | CSRP3 | MMP.8 | PGM1 | DSCAM | MUC1 | FAM3B | NEUREGULIN.1 | INGR2 | sLRP1 | IFN.a.b.R1 | TFF1 | HMGN1 | MIG | CD63 | Trefoil.factor.2 | Galectin.7 | LEG9 | UB2G2 | Transgelin.2 | ATPO | Corticotropin.lipotropin | QORL1 | PEDF | CATF | FTCD | UBP25 | PLXB2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PDJA900DTV | PD | UTSW | 75.4 | 900 | 59 | Male | Set.2 | 622.8 | 777.0 | 13270.8 | 758.2 | 1566.3 | 535.7 | 1099.4 | 3278.6 | 1213.1 | 444.0 | 396.5 | 5958.3 | 4141.0 | 1975.0 | 1374.4 | 270.4 | 3393.6 | 262.7 | 1799.5 | 13617.1 | 441.9 | 1928.4 | 3838.0 | 674.2 | 1335.4 | 263.5 | 358.8 | 2881.7 | 2385.7 | 9108.6 | 12010.7 | 34379.0 | 720.8 | 3455.3 | 9422.4 | 968.5 | 854.9 | 495.3 | 1049.5 | 1857.9 | 1859.7 | 789.6 | 530.0 | 801.4 | 61475.6 | 44835.6 | 1962.8 | 2262.4 | 1672.6 | 996.2 | 6736.5 | 1626.5 | 44037.0 | 4983.9 | 1556.7 | 1158.0 | 1987.6 | 5300.6 | 5374.3 | 30057.5 | 3873.9 | 7025.3 | 81392.8 | 5210.4 | 175.9 | 463.5 | 1138.8 | 6108.5 | 2070.5 | 7668.0 | 1766.8 | 1866.3 | 1067.0 | 1170.6 | 652.4 | 507.3 | 2121.9 | 17702.8 | 600.5 | 351.4 | 321.4 | 19299.7 | 886.9 | 14621.2 | 2314.6 | 435.8 | 15967.2 | 1034.0 | 11992.3 | 599.2 | 1559.2 | 1368.6 | 482.6 | 639.1 | 2733.4 | 2465.7 | 6046.2 | 752.2 | 812.5 | 7784.8 | 517.1 | 1404.8 | 3156.4 | 106204.8 | 99.4 | 679.5 | 541.9 | 438.4 | 1366.0 | 9119.1 | 7429.0 | 53512.9 | 833.9 | 3623.3 | 896.0 | 15844.8 | 729.2 | 712.7 | 302.7 | 407.7 | 167.6 | 43679.1 | 21319.3 | 987.2 | 1287.8 | 74597.2 | 956.2 | 1354.4 | 6978.2 | 26884.9 | 3535.9 | 14268.0 | 827.4 | 40698.9 | 1807.7 | 1105.2 | 6138.8 | 18582.5 | 2323.7 | 19097.5 | 454.5 | 884.1 | 178.9 | 840.5 | 1124.7 | 519.8 | 4837.1 | 588.4 | 908.0 | 3398.8 | 5800.2 | 455.0 | 341.7 | 203.2 | 564.9 | 7718.2 | 1030.7 | 488.5 | 1992.5 | 2888.1 | 22621.2 | 1263.4 | 546.0 | 3640.7 | 1769.9 | 2175.9 | 6109.2 | 10453.8 | 198.9 | 521.9 | 3298.7 | 31645.8 | 10387.3 | 668.4 | 7144.0 | 782.3 | 12260.0 | 2646.9 | 5915.3 | 11910.0 | 3367.0 | 18937.7 | 1103.4 | 26720.0 | 1435.9 | 3224.9 | 8723.2 | 2636.4 | 1337.2 | 4698.1 | 4239.2 | 1921.5 | 1004.0 | 551.6 | 27153.0 | 5597.1 | 1030.3 | 1526.9 | 41172.1 | 600.7 | 14404.9 | 3171.4 | 319.5 | 913.7 | 2041.3 | 2268.9 | 721.8 | 2530.0 | 230.5 | 356.8 | 590.3 | 5072.0 | 1700.9 | 762.4 | 199622.0 | 1014.0 | 494.2 | 4331.5 | 18790.8 | 258.1 | 2493.0 | 47113.7 | 60507.9 | 169741.8 | 471.6 | 351.0 | 29909.2 | 357.0 | 614.6 | 1215.3 | 1170.8 | 236.4 | 3234.0 | 1282.3 | 233.9 | 312.4 | 1109.0 | 1094.9 | 39463.4 | 414.8 | 1849.1 | 265.5 | 661.7 | 2196.9 | 6797.1 | 701.9 | 154812.8 | 13147.8 | 507.9 | 285.5 | 218.9 | 661.6 | 3649.0 | 2107.4 | 15123.2 | 1697.2 | 2934.3 | 1648.5 | 5296.0 | 7533.9 | 939.4 | 1114.5 | 421.3 | 3544.0 | 241.3 | 31238.4 | 9418.3 | 1244.3 | 326.0 | 4592.5 | 1310.7 | 11528.8 | 1292.8 | 3959.6 | 2074.4 | 13162.7 | 1709.1 | 9941.4 | 88.9 | 365.6 | 1600.5 | 296.3 | 389.3 | 2240.9 | 3241.1 | 6666.9 | 2374.5 | 555.5 | 517.0 | 695.6 | 796.2 | 295374.4 | 1719.0 | 692.3 | 4530.6 | 780.1 | 14135.4 | 478.2 | 23670.7 | 4990.2 | 193.2 | 523.4 | 935.6 | 284209.3 | 277764.1 | 569.1 | 1822.7 | 7991.9 | 2107.2 | 774.8 | 1651.0 | 1549.3 | 593.3 | 9317.1 | 1005.3 | 1260.7 | 152005.8 | 1212.5 | 1088.0 | 963.6 | 24066.5 | 1138.8 | 1395.0 | 881.3 | 751.1 | 8354.6 | 247.2 | 1032.7 | 2261.7 | 829.4 | 487.2 | 6345.6 | 615.9 | 48551.4 | 655.4 | 1044.3 | 587.6 | 13999.1 | 596.5 | 287.6 | 754.3 | 13076.9 | 3494.2 | 1973.4 | 11596.3 | 1492.0 | 6089.3 | 1644.9 | 19919.6 | 42259.3 | 311.8 | 173.0 | 1806.5 | 1470.3 | 6515.4 | 110702.1 | 3007.8 | 39277.7 | 1685.0 | 464.9 | 545.8 | 6584.3 | 2429.0 | 2065.1 | 836.6 | 4510.8 | 3926.3 | 19742.7 | 7333.8 | 2142.9 | 1785.6 | 8072.7 | 13378.5 | 423.2 | 463.2 | 37044.5 | 248.4 | 614.8 | 3797.0 | 1326.7 | 68333.0 | 2136.3 | 651.7 | 25748.7 | 639.8 | 3855.1 | 1529.5 | 635.2 | 19239.3 | 119542.6 | 4788.4 | 302.6 | 3283.6 | 360.4 | 297.9 | 1086.6 | 981.3 | 2416.9 | 5842.5 | 1041.2 | 410.2 | 816.8 | 21778.4 | 7536.1 | 280.9 | 1559.3 | 11643.4 | 20397.0 | 982.1 | 6177.7 | 339.6 | 3592.2 | 2108.3 | 710.4 | 7568.5 | 876.9 | 1440.0 | 614.7 | 2558.3 | 247.8 | 395.9 | 1749.9 | 6093.6 | 7412.4 | 1820.8 | 1024.6 | 1178.8 | 3170.3 | 4488.2 | 1180.9 | 262.1 | 1474.0 | 1147.4 | 345.5 | 578.0 | 277.4 | 1000.5 | 3380.3 | 5454.0 | 2674.6 | 8687.9 | 1400.0 | 4334.2 | 1623.3 | 8687.5 | 2790.4 | 6912.4 | 563.2 | 393.5 | 49283.7 | 1318.7 | 2680.8 | 702.4 | 3098.8 | 7734.3 | 893.6 | 2721.0 | 1657.7 | 1012.8 | 4173.7 | 611.5 | 453.9 | 21971.9 | 416.2 | 3094.9 | 6276.5 | 1808.7 | 297.8 | 1871.3 | 1668.1 | 164.1 | 3583.3 | 4639.0 | 77624.2 | 223.0 | 7131.1 | 2562.3 | 1789.3 | 14551.2 | 2833.9 | 945.9 | 525.8 | 3391.3 | 1420.1 | 82138.9 | 20533.3 | 647.1 | 370.0 | 3313.5 | 128498.5 | 1028.4 | 1859.2 | 2643.9 | 507.9 | 912.4 | 2460.9 | 439.8 | 452.2 | 1358.6 | 1529.5 | 197.8 | 216.3 | 3535.2 | 1531.9 | 3010.9 | 7114.4 | 21635.6 | 5132.5 | 601.1 | 326.2 | 583.9 | 1489.3 | 1165.9 | 8359.6 | 1259.3 | 2336.3 | 120041.1 | 5555.5 | 3495.9 | 1722.3 | 277.0 | 1738.5 | 2364.0 | 1440.9 | 618.2 | 1175.7 | 1775.8 | 382.3 | 8438.2 | 968.6 | 850.1 | 334.8 | 5341.0 | 1965.3 | 2770.5 | 2523.5 | 496.0 | 1827.6 | 618.1 | 490.5 | 378.8 | 13654.5 | 170.7 | 2260.8 | 66654.5 | 1778.2 | 13251.6 | 3195.8 | 3995.9 | 853.8 | 937.5 | 13703.8 | 934.9 | 8634.6 | 47638.0 | 2496.9 | 316.4 | 1453.7 | 5971.2 | 3447.3 | 1344.5 | 391.0 | 312.9 | 19612.2 | 2080.7 | 760.7 | 212.1 | 2824.0 | 3070.5 | 508.1 | 631.0 | 1809.4 | 7096.2 | 3472.5 | 222.2 | 6354.5 | 8560.4 | 427.6 | 216.9 | 2569.6 | 170.5 | 171.3 | 650.6 | 19438.0 | 115.5 | 2434.7 | 1152.5 | 6711.6 | 5256.3 | 5958.9 | 13944.4 | 1315.6 | 554.5 | 783.4 | 244.6 | 215.7 | 29464.8 | 249.1 | 4147.5 | 932.4 | 2019.2 | 1379.2 | 416.1 | 1505.2 | 538.1 | 6240.9 | 2374.4 | 575.2 | 2792.3 | 12638.3 | 713.2 | 5960.1 | 1607.6 | 8409.9 | 1488.1 | 21027.1 | 2619.2 | 1619.7 | 9999.1 | 4103.8 | 957.2 | 2314.2 | 4388.1 | 5902.9 | 967.4 | 3474.4 | 1166.5 | 1593.1 | 2533.7 | 2630.1 | 827.0 | 1288.0 | 593.0 | 7006.9 | 1222.7 | 2298.6 | 1253.2 | 5232.9 | 7464.5 | 444.4 | 556.7 | 6138.3 | 996.9 | 45455.5 | 7191.4 | 784.3 | 1508.0 | 12059.3 | 15792.1 | 2570.7 | 18922.6 | 630.0 | 670.9 | 797.2 | 2235.8 | 195.0 | 830.4 | 1227.8 | 717.2 | 606.0 | 490.8 | 2354.7 | 1222.7 | 6604.9 | 2013.7 | 1771.3 | 6719.2 | 824.3 | 157.9 | 8780.1 | 1280.8 | 975.7 | 535.6 | 325.4 | 867.5 | 260.3 | 2054.0 | 803.8 | 1608.0 | 3156.8 | 528.9 | 604.2 | 476.4 | 474.2 | 3225.9 | 390.0 | 489.9 | 270.6 | 569.6 | 1330.1 | 3493.0 | 53315.7 | 901.7 | 3717.4 | 25547.8 | 222.4 | 10843.1 | 3654.7 | 1547.5 | 2857.5 | 564.4 | 471.0 | 719.6 | 158.2 | 3416.6 | 750.7 | 744.3 | 3850.8 | 1585.9 | 830.5 | 347.2 | 224.2 | 533.8 | 537.5 | 2128.9 | 5597.4 | 750.3 | 818.2 | 452.2 | 322.7 | 736.5 | 8193.1 | 1282.2 | 303.5 | 3258.7 | 3423.2 | 1491.7 | 313.9 | 696.1 | 9259.0 | 1280.5 | 576.7 | 81719.2 | 776.4 | 24883.0 | 325.6 | 10087.0 | 648.8 | 537.7 | 290.7 | 2632.4 | 219.6 | 322.2 | 822.1 | 13611.0 | 168.7 | 2030.9 | 511.6 | 432.0 | 287.1 | 349.8 | 23621.7 | 20782.4 | 820.1 | 3879.1 | 21329.6 | 7105.7 | 18729.1 | 28325.2 | 344.9 | 823.9 | 1953.5 | 63840.3 | 8518.8 | 247609.2 | 1586.4 | 472.7 | 1366.5 | 370.0 | 2497.0 | 881.4 | 2826.2 | 214.7 | 3146.0 | 6729.7 | 4044.2 | 1074.1 | 641.2 | 1977.7 | 835.2 | 8546.0 | 4405.2 | 1782.7 | 635.4 | 9146.1 | 218.1 | 505.5 | 3583.4 | 229.3 | 279.1 | 412.0 | 181.3 | 233.6 | 380.5 | 8002.5 | 3605.6 | 271.5 | 574.1 | 1056.5 | 374.5 | 1578.9 | 2388.3 | 2844.8 | 508.1 | 269.5 | 12537.6 | 2025.5 | 8646.1 | 1222.3 | 238.7 | 24206.9 | 1154.2 | 10311.9 | 548.1 | 20745.4 | 1861.2 | 1885.9 | 2061.4 | 2277.1 | 305.2 | 250.3 | 658.7 | 213.5 | 245.4 | 355.4 | 3495.1 | 48707.5 | 2347.1 | 585.5 | 1024.3 | 2421.3 | 416.4 | 14004.7 | 10941.4 | 1024.8 | 3604.6 | 392.8 | 445.9 | 819.0 | 150.4 | 255.4 | 1735.7 | 1297.6 | 442.3 | 131.6 | 15808.9 | 734.4 | 6456.8 | 164.1 | 2066.8 | 818.7 | 11606.6 | 11749.5 | 16721.9 | 128761.8 | 428.0 | 1114.4 | 785.5 | 1498.1 | 293.9 | 35677.1 | 1807.5 | 13878.7 | 11636.3 | 2199.7 | 733.6 | 2795.1 | 8168.7 | 432.8 | 5398.6 | 1112.7 | 1446.1 | 18210.9 | 602.5 | 1038.5 | 663.6 | 508.4 | 7997.0 | 573.7 | 742.9 | 781.2 | 460.7 | 557.2 | 133.0 | 6762.0 | 554.1 | 684.3 | 499.1 | 16077.4 | 2713.8 | 3420.6 | 2312.9 | 356.5 | 676.4 | 341.7 | 604.0 | 1771.2 | 1824.0 | 4501.2 | 1656.3 | 3293.9 | 2293.4 | 22771.6 | 26428.8 | 263.6 | 3112.5 | 2030.2 | 1135.9 | 569.5 | 4346.6 | 1738.6 | 1132.1 | 548.7 | 41991.2 | 1790.8 | 726.6 | 3706.5 | 1379.9 | 5514.3 | 1423.3 | 723.5 | 668.4 | 790.2 | 496.8 | 1308.7 | 535.0 | 5428.1 | 13411.0 | 6099.6 | 2407.8 | 170.9 | 737.0 | 247.6 | 543.3 | 3477.0 | 292.0 | 666.8 | 781.0 | 2043.6 | 68383.3 | 12753.6 | 1511.7 | 557.6 | 720.0 | 4575.6 | 3090.2 | 44970.3 | 1443.3 | 507.5 | 4859.4 | 1164.8 | 126467.1 | 1050.0 | 11225.5 | 446.2 | 663.5 | 2931.9 | 2829.3 | 2586.8 | 605.7 | 1705.6 | 796.4 | 3646.9 | 5318.6 | 6369.1 | 832.3 | 74767.0 | 1654.1 | 4642.7 | 2033.0 | 7801.6 | 197.0 | 6785.4 | 220.9 | 3814.4 | 1947.7 | 8720.1 | 1192.2 | 25041.6 | 9438.2 | 974.6 | 782.9 | 327.7 | 210.9 | 1310.5 | 56929.1 | 1776.1 | 510.2 | 25385.8 | 199.8 | 300.9 | 1053.5 | 3647.9 | 360.3 | 119253.8 | 1438.3 | 8089.5 | 1172.7 | 709.8 | 797.4 | 603.9 | 776.4 | 44522.9 | 732.4 | 588.6 | 7007.0 | 1140.6 | 819.3 | 876.4 | 394.7 | 507.2 | 103.7 | 1321.9 | 1711.3 | 12620.8 | 3817.8 | 1336.4 | 335.5 | 3635.1 | 882.0 | 4251.2 | 239.0 | 446.9 | 997.2 | 5826.3 | 576.0 | 1663.2 | 882.9 | 949.1 | 747.9 | 182.2 | 294.5 | 5792.0 | 678.6 | 25169.6 | 701.3 | 396.7 | 24960.8 | 2853.7 | 6269.8 | 1892.0 | 1315.8 | 293.1 | 1429.4 | 3355.1 | 207.1 | 4700.6 | 11795.4 | 719.2 | 332.1 | 752.0 | 1726.3 | 265.8 | 367.0 | 344.4 | 8623.5 | 441.3 | 1085.6 | 1128.9 | 3644.7 | 3532.2 | 961.1 | 25269.2 | 609.3 | 18101.6 | 1180.7 | 1623.5 | 3046.8 | 1307.0 | 4657.9 | 3843.1 | 376.7 | 3647.1 | 11373.3 | 1102.5 | 33680.5 | 438.2 | 12099.7 | 257.8 | 1703.6 | 1590.2 | 975.0 | 14707.8 | 133.9 | 6050.5 | 7780.3 | 350.9 | 423.3 | 1834.1 | 1192.1 | 701.3 | 3023.9 | 274.5 | 521.5 | 1887.0 | 386.9 | 3067.6 | 502.0 | 798.7 | 370.7 | 621.2 | 536.3 | 500.6 | 43603.0 | 1357.5 | 1446.7 | 4339.0 | 2112.0 | 3211.4 | 1777.2 | 1456.5 | 547.4 | 741.5 | 1288.9 | 5705.9 | 1355.6 | 1672.1 | 1568.0 | 1335.8 | 3124.2 | 484.8 | 669.8 | 3455.4 | 5591.0 | 3343.5 | 965.9 | 15375.2 | 9634.6 | 411.3 | 328646.4 | 6104.2 | 166369.1 | 206.4 | 8073.7 | 846.3 | 3350.8 | 4753.7 | 2378.5 | 11857.0 | 609.2 | 582.6 | 3292.3 | 1792.1 | 2061.7 | 795.3 | 3413.8 | 825.5 | 485.5 | 886.6 | 878.9 | 6979.1 | 856.6 | 4390.1 | 2657.9 | 615.7 | 1615.0 | 1535.6 | 2845.3 | 2315.5 | 11419.9 | 3578.8 | 7057.7 | 1437.7 | 7087.0 | 24170.9 | 12539.5 | 772.6 | 1104.5 | 18960.5 | 1547.2 | 5048.2 | 2377.1 | 1538.2 | 1513.1 | 1133.6 | 1188.3 | 9390.3 | 3208.0 | 19252.8 | 1291.2 | 93487.1 | 1840.7 | 686.2 | 448.2 | 43596.3 | 878.5 | 359.7 | 28560.8 | 592.0 | 1341.8 | 40380.1 | 12575.8 | 2543.5 | 1859.2 | 760.3 | 407.7 | 2646.6 | 761.3 | 997.4 | 1337.9 | 925.4 | 453.6 | 2891.5 | 635.4 | 1074.6 | 571.6 | 11424.5 | 309.7 | 734.1 | 1843.6 | 414.5 | 519.9 | 218.1 | 5192.1 | 732.0 | 2897.8 | 649.0 | 191.5 | 49879.3 | 5384.6 | 40994.0 | 823.3 | 2801.7 | 2015.2 | 282.5 | 1194.8 | 9969.8 | 350.8 | 916.7 | 1151.9 | 482.8 | 247.5 | 688.7 | 420.2 | 1452.2 | 7773.9 | 672.1 | 737.6 | 207.3 | 5062.1 | 1473.9 | 1361.6 | 866.6 | 1310.2 | 5646.9 | 810.5 | 489.0 | 496.6 | 878.3 | 6268.7 | 13169.0 | 41426.6 | 2976.1 | 28686.6 | 23680.6 | 332.8 | 1090.7 | 230.0 | 3019.4 | 27463.1 | 253.7 | 564.3 | 605.2 | 608.8 | 888.7 | 14912.7 | 934.7 | 162.5 | 1187.7 | 59237.8 | 843.0 | 2080.2 | 4661.9 | 469.1 | 1176.2 | 769.2 | 1333.9 | 345.8 | 3786.6 | 1039.3 | 608.2 | 1231.1 | 1426.6 | 1912.5 | 232.3 | 434.3 | 1679.7 | 1536.4 | 2848.7 | 517.5 | 650.0 | 320.0 | 21729.3 | 546.6 | 2076.4 | 5486.4 | 2933.7 | 1567.9 | 2782.2 | 2847.7 | 77433.7 | 2874.4 | 9335.7 | 942.1 | 5295.8 |
| PDBC103ZEP | PD | UTSW | 63.0 | 150 | 63 | Male | Set.2 | 527.1 | 833.0 | 10728.8 | 672.8 | 1672.1 | 865.8 | 1376.2 | 8185.3 | 1913.8 | 349.6 | 674.9 | 8455.8 | 5591.5 | 1583.3 | 1154.0 | 254.3 | 7736.1 | 333.8 | 1825.5 | 975.5 | 498.8 | 1313.2 | 3274.6 | 666.1 | 1678.7 | 285.7 | 315.8 | 2354.9 | 9446.0 | 34610.7 | 20595.7 | 33277.5 | 817.4 | 2643.9 | 3157.1 | 905.3 | 550.2 | 553.5 | 1418.8 | 1772.0 | 1726.9 | 788.4 | 754.5 | 668.5 | 79532.5 | 11463.7 | 2622.9 | 2005.9 | 1883.8 | 1023.5 | 6231.7 | 1407.3 | 41527.4 | 3397.7 | 1616.4 | 997.0 | 2647.1 | 4526.0 | 6561.1 | 27730.2 | 3401.0 | 8906.5 | 37689.4 | 3901.9 | 178.2 | 1212.8 | 1315.6 | 6456.5 | 1708.1 | 6338.7 | 1716.2 | 1735.7 | 1088.5 | 915.7 | 425.6 | 514.4 | 1514.7 | 13227.4 | 772.1 | 345.3 | 335.5 | 15878.9 | 834.1 | 11139.8 | 2169.6 | 454.3 | 17150.8 | 998.9 | 13200.8 | 520.9 | 1013.3 | 719.7 | 519.5 | 683.1 | 1058.5 | 2391.1 | 8044.5 | 620.8 | 895.3 | 7401.5 | 321.1 | 1557.9 | 1298.0 | 100917.5 | 95.2 | 800.4 | 190.0 | 362.6 | 1422.9 | 9362.1 | 6863.1 | 72833.1 | 888.5 | 3851.7 | 974.5 | 14337.2 | 240.3 | 746.6 | 310.7 | 287.4 | 165.3 | 50953.1 | 20173.5 | 1782.1 | 565.8 | 77925.0 | 1243.9 | 1009.3 | 6446.3 | 27692.7 | 4989.4 | 15809.2 | 931.3 | 50498.6 | 1376.4 | 1662.4 | 9559.6 | 13774.0 | 2901.6 | 14137.7 | 410.9 | 859.3 | 157.6 | 675.0 | 1133.0 | 569.5 | 3434.3 | 544.2 | 901.8 | 2967.7 | 4287.6 | 431.2 | 290.4 | 214.8 | 350.6 | 8464.4 | 408.5 | 546.2 | 2334.8 | 3921.9 | 24888.5 | 1280.3 | 639.8 | 3998.9 | 1297.9 | 1783.4 | 7105.5 | 13571.8 | 182.3 | 590.3 | 3316.9 | 28046.8 | 14096.8 | 798.1 | 8940.8 | 705.2 | 11765.9 | 2199.0 | 5395.6 | 9191.8 | 3551.3 | 18064.8 | 1057.6 | 27488.6 | 2146.5 | 2016.3 | 8024.6 | 2055.0 | 1081.2 | 6072.8 | 4397.7 | 2127.4 | 1072.2 | 1134.6 | 15803.7 | 5572.2 | 1063.6 | 1786.6 | 52416.4 | 686.0 | 12389.5 | 3393.7 | 543.6 | 898.4 | 2506.7 | 2039.0 | 448.4 | 3091.4 | 177.3 | 373.4 | 569.1 | 300.0 | 1461.0 | 730.0 | 185496.5 | 1109.3 | 531.7 | 3100.0 | 18417.8 | 195.2 | 1359.5 | 44320.0 | 81834.0 | 205181.0 | 353.9 | 365.3 | 5293.6 | 321.1 | 606.7 | 929.4 | 659.6 | 189.2 | 3224.8 | 1254.3 | 224.5 | 373.3 | 1173.5 | 1461.6 | 38794.8 | 448.9 | 1919.2 | 292.6 | 834.0 | 1942.7 | 3146.7 | 855.2 | 184373.6 | 13922.6 | 508.5 | 259.9 | 206.9 | 559.7 | 2285.4 | 1944.4 | 18006.3 | 2121.8 | 1315.7 | 1909.2 | 5012.0 | 6527.1 | 944.1 | 1354.2 | 429.7 | 2749.6 | 228.2 | 43270.0 | 10915.9 | 1052.3 | 248.5 | 4321.0 | 1323.5 | 9590.5 | 1323.4 | 4783.4 | 2452.7 | 13826.3 | 681.7 | 16520.2 | 77.1 | 271.6 | 1859.2 | 257.3 | 423.2 | 1565.6 | 3247.3 | 10923.4 | 3042.3 | 608.6 | 514.8 | 861.7 | 877.8 | 280508.9 | 1526.0 | 717.8 | 8097.8 | 788.2 | 12769.2 | 465.8 | 25254.2 | 3779.6 | 187.8 | 613.9 | 589.0 | 304626.0 | 297519.1 | 508.6 | 1521.9 | 8830.4 | 982.5 | 976.6 | 1409.2 | 1504.0 | 673.5 | 6675.4 | 894.8 | 1083.1 | 112882.1 | 1166.8 | 939.0 | 1418.0 | 21091.2 | 685.7 | 1215.1 | 1184.8 | 602.0 | 11009.9 | 257.3 | 919.3 | 2489.0 | 585.1 | 510.3 | 5964.4 | 598.5 | 3019.1 | 809.4 | 984.6 | 628.4 | 7379.4 | 735.5 | 305.8 | 929.5 | 13799.4 | 3495.5 | 1867.4 | 21805.7 | 767.9 | 3610.1 | 1881.1 | 21484.4 | 45261.6 | 305.8 | 136.3 | 1864.8 | 864.9 | 7639.2 | 66789.0 | 1014.0 | 41156.3 | 1420.6 | 526.8 | 550.5 | 6196.1 | 2612.1 | 5337.8 | 841.9 | 4499.9 | 3256.4 | 12627.2 | 9174.0 | 1794.4 | 1615.6 | 10055.0 | 15581.2 | 400.4 | 1243.6 | 12314.0 | 234.1 | 593.3 | 3810.7 | 1499.4 | 91994.2 | 1759.2 | 537.2 | 21393.2 | 330.4 | 460.4 | 1313.3 | 715.6 | 19891.7 | 114101.9 | 5068.3 | 428.2 | 3382.8 | 370.2 | 308.9 | 825.2 | 1366.6 | 3923.0 | 4137.0 | 1041.2 | 373.9 | 937.8 | 20801.4 | 6628.4 | 478.6 | 1713.4 | 17376.5 | 14031.7 | 1146.2 | 9658.7 | 370.6 | 3890.2 | 2619.3 | 639.5 | 5723.3 | 1210.4 | 1522.1 | 479.7 | 3330.4 | 283.7 | 271.8 | 2957.4 | 1174.8 | 7677.2 | 2893.6 | 947.2 | 1544.3 | 2391.7 | 10363.9 | 1401.2 | 196.5 | 1839.4 | 725.2 | 348.5 | 630.5 | 306.3 | 937.0 | 6115.7 | 6180.2 | 2110.8 | 1264.4 | 1375.3 | 4062.7 | 1699.4 | 9111.0 | 2976.1 | 9502.9 | 422.1 | 433.1 | 38336.9 | 1001.9 | 3570.4 | 907.7 | 4379.1 | 3094.9 | 876.0 | 1246.9 | 1918.8 | 1177.1 | 4334.8 | 684.2 | 640.7 | 8757.9 | 817.9 | 4769.0 | 1809.7 | 1644.1 | 375.1 | 1223.4 | 1600.2 | 176.0 | 2689.3 | 3729.5 | 63962.7 | 217.3 | 8105.0 | 1886.8 | 1306.1 | 11279.4 | 2539.4 | 946.0 | 593.2 | 2825.0 | 1103.0 | 69899.9 | 19064.5 | 473.4 | 177.5 | 3286.1 | 131610.7 | 880.8 | 3374.5 | 2916.1 | 514.2 | 1188.0 | 4544.4 | 390.3 | 371.4 | 1433.7 | 1227.1 | 246.2 | 238.9 | 3937.0 | 2592.2 | 1034.1 | 6824.6 | 20700.7 | 6608.7 | 287.5 | 212.7 | 732.1 | 1375.4 | 1600.4 | 19865.9 | 1242.1 | 650.2 | 106702.1 | 463.1 | 1816.8 | 2577.6 | 416.9 | 833.7 | 2471.6 | 904.1 | 246.3 | 394.5 | 6614.6 | 210.6 | 10230.6 | 921.7 | 712.7 | 329.7 | 5927.3 | 3075.2 | 2259.8 | 3427.2 | 526.5 | 2540.5 | 605.0 | 557.1 | 433.1 | 6370.9 | 175.1 | 2404.1 | 70837.8 | 2327.6 | 11728.1 | 4586.5 | 6754.8 | 411.4 | 1324.5 | 13186.9 | 749.5 | 12288.6 | 41909.9 | 2831.2 | 322.0 | 3130.8 | 6943.6 | 9015.0 | 1771.0 | 316.2 | 344.9 | 49324.8 | 1958.9 | 676.5 | 202.9 | 1775.9 | 2830.5 | 541.2 | 721.8 | 1708.1 | 6701.3 | 2950.1 | 248.8 | 4726.9 | 7930.2 | 261.4 | 260.5 | 1002.0 | 168.4 | 179.8 | 706.0 | 49629.9 | 101.0 | 2437.7 | 2236.2 | 12082.7 | 6811.7 | 5844.2 | 14137.5 | 1596.2 | 548.1 | 664.1 | 270.0 | 228.8 | 22365.8 | 193.2 | 3833.0 | 1065.3 | 2211.8 | 1212.6 | 389.4 | 1087.4 | 467.7 | 6595.6 | 2173.2 | 463.4 | 1524.5 | 13490.3 | 675.0 | 5954.8 | 1583.3 | 7481.7 | 1499.0 | 18424.2 | 3016.0 | 1276.8 | 2306.5 | 2889.2 | 749.0 | 2402.5 | 4133.9 | 8706.8 | 1146.1 | 1477.7 | 1287.9 | 1127.3 | 2282.0 | 3085.0 | 980.7 | 2355.3 | 699.1 | 5034.8 | 1641.6 | 2651.2 | 1851.2 | 6519.4 | 7777.3 | 586.3 | 605.3 | 7578.1 | 1237.7 | 36963.8 | 8780.0 | 1189.9 | 1340.2 | 9260.0 | 12643.9 | 2348.8 | 21446.1 | 1360.2 | 533.5 | 351.7 | 2156.7 | 212.0 | 811.8 | 1334.8 | 747.3 | 538.3 | 344.2 | 2090.4 | 1092.7 | 6831.0 | 2107.7 | 1750.7 | 3256.9 | 674.1 | 152.5 | 29461.3 | 1813.2 | 668.4 | 413.3 | 221.5 | 872.8 | 382.5 | 3906.4 | 926.4 | 2067.7 | 3651.6 | 1236.0 | 588.1 | 389.9 | 766.3 | 8428.4 | 478.5 | 494.3 | 284.8 | 615.9 | 1107.9 | 3957.0 | 70143.8 | 1549.8 | 4329.7 | 38311.3 | 309.7 | 11422.1 | 3139.4 | 941.6 | 2248.5 | 532.8 | 549.0 | 724.2 | 136.6 | 5310.4 | 611.8 | 731.0 | 6072.6 | 1872.5 | 745.4 | 339.5 | 214.1 | 345.7 | 569.3 | 1438.3 | 8100.0 | 603.1 | 656.0 | 393.2 | 241.8 | 1097.9 | 8701.1 | 1317.2 | 224.2 | 3123.9 | 4996.7 | 2052.6 | 325.0 | 222.8 | 9873.8 | 826.0 | 706.4 | 83259.4 | 345.8 | 29548.8 | 266.5 | 13902.7 | 796.5 | 281.0 | 320.5 | 8841.8 | 276.1 | 366.1 | 409.4 | 22458.7 | 176.3 | 6218.5 | 412.2 | 473.2 | 268.0 | 244.3 | 29812.3 | 17729.6 | 730.4 | 4137.5 | 25000.4 | 7940.4 | 24274.7 | 21639.5 | 247.9 | 734.5 | 2177.3 | 65700.8 | 8420.3 | 224228.3 | 2231.8 | 417.2 | 1987.8 | 247.9 | 4982.2 | 1413.5 | 3249.6 | 201.1 | 5150.3 | 10996.3 | 471.7 | 1051.2 | 1039.6 | 2540.4 | 933.8 | 9381.7 | 2765.6 | 1611.6 | 417.9 | 13957.2 | 214.4 | 458.0 | 5862.1 | 170.7 | 270.6 | 686.1 | 226.8 | 232.5 | 409.4 | 6884.8 | 3501.1 | 230.9 | 547.5 | 1249.1 | 306.9 | 2680.6 | 4735.0 | 2823.9 | 562.4 | 291.4 | 18412.8 | 3087.9 | 9289.0 | 1576.5 | 167.7 | 65395.8 | 1416.8 | 10903.9 | 643.3 | 64465.4 | 4553.3 | 2155.0 | 5338.1 | 1838.2 | 325.3 | 252.5 | 949.5 | 243.9 | 273.6 | 178.7 | 10635.5 | 52237.2 | 3124.5 | 471.9 | 1133.9 | 328.3 | 410.5 | 11883.1 | 12238.5 | 1168.6 | 4814.8 | 416.6 | 417.8 | 1116.5 | 141.4 | 239.5 | 1143.8 | 1374.1 | 566.3 | 115.8 | 18312.8 | 580.8 | 7427.1 | 178.0 | 2306.5 | 968.1 | 15512.8 | 5805.8 | 14205.6 | 153723.7 | 441.9 | 1359.5 | 803.3 | 2206.8 | 274.7 | 32392.7 | 2288.2 | 13351.6 | 8632.5 | 3340.6 | 414.2 | 2726.2 | 12770.0 | 529.1 | 7454.5 | 1009.5 | 309.7 | 9737.1 | 645.1 | 1603.4 | 691.1 | 341.7 | 10251.1 | 636.6 | 842.4 | 762.2 | 313.4 | 713.1 | 146.2 | 7517.2 | 540.5 | 840.0 | 1993.8 | 6616.7 | 2517.7 | 368.8 | 1435.4 | 401.5 | 746.1 | 284.3 | 484.0 | 2883.7 | 2030.8 | 5216.5 | 2879.7 | 3487.1 | 2463.8 | 23208.3 | 35783.5 | 195.7 | 2896.7 | 1809.2 | 1089.4 | 671.0 | 6188.8 | 1224.6 | 1902.1 | 1057.3 | 41343.2 | 2538.1 | 707.8 | 6135.1 | 1323.5 | 3919.5 | 1446.1 | 618.4 | 596.3 | 974.5 | 673.8 | 1207.8 | 503.0 | 3717.3 | 12636.6 | 6308.3 | 3128.0 | 123.7 | 1107.0 | 261.3 | 395.8 | 1468.8 | 396.9 | 763.5 | 326.5 | 1468.0 | 63651.6 | 16494.9 | 1383.6 | 566.6 | 791.6 | 2978.0 | 4243.4 | 32048.7 | 683.1 | 790.8 | 801.4 | 847.9 | 127778.5 | 519.7 | 11448.3 | 1069.7 | 557.1 | 2285.1 | 3065.4 | 2200.2 | 673.9 | 1276.8 | 921.4 | 4451.1 | 5348.4 | 6041.5 | 1277.2 | 16852.8 | 2086.8 | 4592.0 | 1767.7 | 10122.6 | 255.2 | 7303.6 | 509.7 | 3026.9 | 2198.2 | 6415.9 | 324.1 | 27481.6 | 10603.4 | 1288.8 | 1387.7 | 358.0 | 291.6 | 957.7 | 75340.6 | 1430.6 | 1195.6 | 32340.6 | 206.7 | 268.8 | 1002.2 | 1501.6 | 368.3 | 140570.0 | 1201.6 | 7100.4 | 1241.3 | 817.6 | 732.9 | 595.8 | 1207.9 | 50160.2 | 867.8 | 462.1 | 10445.3 | 2018.3 | 1216.1 | 867.9 | 420.3 | 606.1 | 139.0 | 951.0 | 1669.8 | 11030.8 | 971.5 | 1550.7 | 431.2 | 5235.0 | 1541.4 | 5724.3 | 240.0 | 520.7 | 980.6 | 4771.1 | 496.7 | 1913.0 | 738.8 | 903.1 | 790.1 | 160.0 | 357.0 | 5784.2 | 605.9 | 26229.7 | 1024.8 | 405.9 | 30624.0 | 2083.3 | 5005.4 | 822.1 | 1288.6 | 260.9 | 2178.8 | 4433.9 | 239.0 | 4673.3 | 13959.2 | 741.3 | 453.9 | 461.1 | 889.3 | 315.4 | 1245.3 | 358.0 | 11268.3 | 1172.9 | 1187.3 | 1106.5 | 2769.1 | 2279.7 | 935.6 | 29297.9 | 600.9 | 17751.1 | 942.6 | 1482.3 | 2571.2 | 1239.5 | 3826.5 | 3429.8 | 455.2 | 2880.0 | 10338.9 | 1194.0 | 18991.4 | 393.0 | 9681.7 | 253.5 | 1254.3 | 1620.6 | 1294.1 | 16117.9 | 192.3 | 5210.3 | 6773.4 | 383.3 | 364.9 | 1684.4 | 1556.8 | 581.7 | 6435.9 | 348.8 | 577.2 | 2751.6 | 193.3 | 1479.0 | 556.5 | 1390.2 | 412.2 | 530.8 | 551.2 | 2374.7 | 32894.5 | 1223.4 | 2266.7 | 5805.4 | 2849.7 | 4687.6 | 1772.1 | 2080.1 | 609.4 | 1315.6 | 1461.5 | 4844.9 | 1647.4 | 4565.6 | 2607.3 | 1792.5 | 2416.9 | 44953.1 | 918.4 | 4206.5 | 7450.6 | 6508.8 | 1616.0 | 11403.1 | 8065.1 | 434.6 | 316109.5 | 4317.0 | 158956.9 | 211.1 | 2927.8 | 877.2 | 4685.6 | 4015.1 | 1970.7 | 15417.8 | 735.9 | 484.3 | 3142.5 | 1919.6 | 2168.9 | 702.5 | 8727.9 | 1038.8 | 543.0 | 1104.4 | 1001.3 | 9962.6 | 896.1 | 6479.9 | 2304.1 | 630.7 | 2165.9 | 1957.8 | 2210.0 | 1153.4 | 11779.0 | 4767.2 | 5586.9 | 1477.8 | 10073.3 | 35378.8 | 8847.6 | 536.1 | 604.7 | 19604.3 | 825.9 | 4634.1 | 2309.9 | 3716.7 | 1851.8 | 298.6 | 921.2 | 12148.7 | 3161.8 | 23480.3 | 1150.3 | 85170.1 | 2868.5 | 674.8 | 372.4 | 18321.1 | 570.3 | 325.5 | 22236.3 | 895.8 | 1824.2 | 43915.8 | 26504.7 | 3356.0 | 1907.0 | 691.6 | 572.0 | 3137.2 | 611.6 | 1008.5 | 587.8 | 879.1 | 419.4 | 2050.6 | 601.8 | 1080.7 | 553.3 | 9721.9 | 265.9 | 3837.1 | 1027.2 | 592.5 | 415.8 | 268.1 | 6189.0 | 421.5 | 2523.9 | 677.0 | 170.2 | 70848.9 | 3322.3 | 52085.0 | 774.0 | 3759.4 | 1892.4 | 729.8 | 996.8 | 17046.7 | 377.5 | 944.3 | 1282.9 | 465.8 | 271.4 | 708.5 | 281.3 | 1367.5 | 58935.9 | 761.7 | 691.2 | 156.2 | 5213.3 | 1375.9 | 1499.4 | 821.6 | 1904.6 | 5031.5 | 833.8 | 549.9 | 533.6 | 899.5 | 5940.5 | 11218.0 | 48362.4 | 5701.4 | 2095.5 | 27688.4 | 354.7 | 835.9 | 296.8 | 4155.0 | 26508.4 | 263.6 | 4160.1 | 366.6 | 1163.7 | 722.0 | 5656.6 | 822.4 | 155.8 | 1037.4 | 9465.8 | 626.3 | 1927.6 | 7697.9 | 431.6 | 1074.6 | 1331.6 | 1321.5 | 407.6 | 2511.0 | 3030.9 | 775.4 | 1104.2 | 1127.0 | 1308.8 | 277.7 | 439.5 | 1137.3 | 1298.4 | 1909.2 | 529.8 | 860.1 | 380.2 | 7069.7 | 523.6 | 1875.9 | 10159.0 | 3421.6 | 2124.9 | 1001.5 | 3324.6 | 74437.7 | 2615.5 | 17126.6 | 1314.1 | 5311.1 |
| PDMZ724XCN | PD | UTSW | 80.0 | 180 | 29 | Male | Set.5 | 761.1 | 814.6 | 25208.0 | 757.3 | 1550.8 | 977.3 | 3801.8 | 7159.7 | 913.5 | 411.2 | 419.9 | 10308.4 | 8550.0 | 1762.1 | 1527.9 | 248.3 | 6783.4 | 376.5 | 1963.4 | 1653.3 | 446.7 | 2442.2 | 2547.6 | 1507.2 | 1881.3 | 372.9 | 297.2 | 2461.5 | 4283.9 | 34780.1 | 25891.2 | 30079.2 | 600.1 | 2317.0 | 10272.6 | 971.2 | 452.9 | 434.9 | 1554.3 | 1319.2 | 2165.3 | 420.9 | 571.9 | 691.4 | 40721.6 | 7536.8 | 2221.4 | 2077.7 | 1344.3 | 1247.3 | 5465.5 | 1731.3 | 42213.3 | 10559.8 | 1939.8 | 1001.9 | 1933.7 | 4293.3 | 4616.3 | 29482.8 | 8392.7 | 6726.3 | 87707.7 | 3649.9 | 165.4 | 528.8 | 1596.3 | 7620.6 | 1609.9 | 6090.4 | 2342.5 | 2296.8 | 1292.0 | 1079.6 | 509.8 | 439.5 | 1802.7 | 10226.0 | 655.9 | 849.5 | 305.9 | 24035.3 | 1070.4 | 9267.8 | 2714.9 | 357.4 | 15084.8 | 888.7 | 13140.2 | 651.2 | 1443.9 | 945.7 | 509.2 | 903.3 | 1820.6 | 2757.3 | 10843.8 | 867.2 | 981.3 | 4053.5 | 344.1 | 1704.6 | 1068.9 | 92153.1 | 87.2 | 667.6 | 217.8 | 501.1 | 1399.1 | 8333.5 | 6313.3 | 21120.8 | 964.3 | 3266.7 | 903.3 | 20477.5 | 187.0 | 812.1 | 310.0 | 247.8 | 157.3 | 38861.0 | 13526.2 | 1210.7 | 631.6 | 75102.3 | 932.6 | 973.1 | 6219.0 | 30058.5 | 4587.0 | 16328.7 | 1096.3 | 46448.8 | 924.9 | 1046.1 | 6250.8 | 15303.3 | 788.8 | 12830.6 | 404.9 | 545.8 | 198.8 | 665.9 | 1167.0 | 1552.5 | 2889.1 | 750.3 | 1094.6 | 2434.0 | 5126.4 | 591.2 | 276.8 | 165.5 | 372.7 | 7333.7 | 383.6 | 494.9 | 1968.7 | 5018.3 | 26169.3 | 1150.6 | 531.2 | 2917.1 | 1484.0 | 1857.3 | 6286.2 | 12777.7 | 155.9 | 536.3 | 8462.4 | 30210.4 | 25324.2 | 815.1 | 10661.9 | 558.1 | 12920.7 | 2183.8 | 6199.7 | 9024.7 | 3965.5 | 28158.6 | 549.4 | 28359.5 | 1666.5 | 23433.0 | 8255.3 | 1778.7 | 904.5 | 3965.4 | 4288.4 | 2048.6 | 965.5 | 278.6 | 28724.2 | 4109.3 | 971.5 | 2668.5 | 39853.6 | 688.8 | 9912.7 | 4915.7 | 522.6 | 966.0 | 2131.8 | 2890.7 | 668.4 | 2742.4 | 174.6 | 304.3 | 577.6 | 260.9 | 1406.0 | 954.7 | 225041.8 | 1060.1 | 3114.3 | 4022.9 | 11631.0 | 181.1 | 1543.1 | 41248.7 | 63631.0 | 202897.4 | 278.7 | 287.6 | 7611.8 | 443.6 | 579.2 | 752.2 | 1459.7 | 152.2 | 2753.8 | 1784.5 | 204.4 | 369.1 | 903.1 | 713.8 | 30568.9 | 467.6 | 1835.3 | 259.9 | 372.7 | 2064.3 | 6031.7 | 688.2 | 185710.7 | 8258.2 | 941.8 | 273.9 | 196.0 | 688.6 | 2492.9 | 2460.7 | 16262.7 | 1681.0 | 1692.9 | 1728.8 | 4143.0 | 5052.2 | 784.9 | 1716.8 | 313.6 | 3544.9 | 248.1 | 20747.4 | 12425.7 | 823.2 | 416.7 | 3999.9 | 1177.0 | 8886.8 | 1508.4 | 5682.1 | 2696.5 | 11998.1 | 578.2 | 19207.9 | 74.9 | 188.5 | 1681.4 | 232.4 | 447.0 | 1431.6 | 2905.9 | 15442.1 | 2695.7 | 594.1 | 502.5 | 1186.6 | 850.9 | 327807.9 | 1492.8 | 671.0 | 5574.8 | 807.3 | 8164.6 | 426.3 | 24874.2 | 4179.9 | 177.4 | 537.8 | 1194.3 | 159053.4 | 197336.0 | 460.0 | 1430.3 | 10938.3 | 1609.2 | 895.0 | 1366.5 | 1082.1 | 484.1 | 5971.9 | 800.3 | 607.1 | 117258.5 | 1176.1 | 922.2 | 904.7 | 16281.8 | 1009.7 | 1221.9 | 1239.1 | 790.6 | 10887.6 | 250.6 | 1154.2 | 2545.6 | 627.1 | 1548.7 | 4798.2 | 574.9 | 2244.8 | 596.7 | 1080.5 | 585.7 | 10128.2 | 291.7 | 243.0 | 814.1 | 6393.8 | 3540.9 | 2041.6 | 7917.9 | 605.1 | 3458.3 | 2284.2 | 299.5 | 44033.9 | 307.1 | 106.5 | 1735.5 | 1201.7 | 13003.4 | 96937.5 | 1279.5 | 47342.3 | 543.2 | 777.0 | 548.3 | 5246.5 | 2388.5 | 2392.7 | 1320.7 | 4455.6 | 2848.3 | 25614.1 | 7844.7 | 1750.6 | 1041.0 | 5660.8 | 4951.2 | 555.7 | 422.8 | 36692.5 | 217.1 | 534.8 | 4815.8 | 1907.9 | 99798.0 | 2727.0 | 734.2 | 25608.2 | 420.0 | 3329.1 | 2354.9 | 602.7 | 13963.4 | 126039.3 | 4421.8 | 368.3 | 3237.8 | 418.8 | 295.3 | 1093.6 | 1030.0 | 4493.4 | 4908.9 | 1199.2 | 374.1 | 862.6 | 19792.9 | 1641.1 | 513.3 | 1434.9 | 19351.1 | 22078.3 | 1102.8 | 4212.9 | 362.2 | 3005.1 | 2389.1 | 641.6 | 5854.9 | 1040.8 | 2343.9 | 649.8 | 2890.5 | 231.1 | 207.4 | 995.8 | 1160.1 | 5937.0 | 5975.0 | 924.9 | 1222.7 | 4020.0 | 7426.0 | 1078.9 | 164.4 | 1897.6 | 1344.4 | 397.2 | 558.8 | 236.6 | 1534.4 | 2481.3 | 5107.1 | 2811.4 | 873.5 | 1270.3 | 7550.6 | 8691.6 | 8299.8 | 3859.4 | 7247.2 | 593.0 | 352.7 | 39532.1 | 2769.2 | 2675.4 | 691.7 | 3604.5 | 5133.1 | 690.0 | 1533.0 | 2008.8 | 1370.5 | 4134.9 | 511.0 | 608.5 | 7749.9 | 487.7 | 2905.6 | 1906.8 | 1494.0 | 320.5 | 1372.5 | 1490.9 | 469.0 | 3238.5 | 4748.0 | 59435.8 | 220.2 | 7813.7 | 2381.1 | 3117.1 | 11208.6 | 2975.5 | 706.5 | 4986.7 | 3296.6 | 1218.2 | 66886.9 | 31545.3 | 579.4 | 137.9 | 3223.8 | 117956.0 | 795.8 | 4837.2 | 1758.6 | 546.8 | 1240.6 | 5739.7 | 538.0 | 346.1 | 1383.4 | 1237.9 | 14970.6 | 188.4 | 3734.5 | 5052.3 | 1200.1 | 6572.7 | 14437.8 | 5929.3 | 264.2 | 191.4 | 1108.1 | 975.3 | 1778.1 | 32363.1 | 1159.7 | 555.2 | 100116.8 | 533.9 | 1819.5 | 3613.7 | 192.0 | 1629.9 | 4973.6 | 786.7 | 185.8 | 313.7 | 1493.1 | 204.7 | 15567.6 | 883.6 | 778.8 | 950.8 | 7806.3 | 5211.3 | 2323.3 | 3390.0 | 1350.7 | 2291.8 | 561.6 | 439.6 | 378.0 | 10229.0 | 159.8 | 1177.4 | 53078.1 | 2381.1 | 12629.6 | 3295.3 | 8210.4 | 2913.3 | 1265.3 | 10876.5 | 748.4 | 13611.0 | 31796.9 | 3183.0 | 350.3 | 5092.5 | 5680.9 | 2721.9 | 1727.4 | 1111.6 | 638.8 | 23501.9 | 2273.1 | 545.3 | 171.2 | 2898.2 | 3370.0 | 437.6 | 1496.7 | 5615.2 | 5285.3 | 2218.7 | 206.5 | 3937.8 | 7820.0 | 204.7 | 228.9 | 853.2 | 154.4 | 150.4 | 1322.1 | 26171.8 | 120.2 | 2222.2 | 1278.1 | 4889.4 | 4784.4 | 8467.9 | 12305.9 | 1869.3 | 480.2 | 727.8 | 275.6 | 260.9 | 26519.5 | 242.8 | 5758.6 | 1137.5 | 1836.9 | 1385.3 | 458.8 | 1579.5 | 567.6 | 4712.2 | 8716.9 | 430.9 | 4041.4 | 14120.4 | 607.1 | 4499.3 | 1749.0 | 9703.6 | 1361.0 | 23022.7 | 2642.1 | 2487.8 | 2994.1 | 1654.7 | 842.3 | 2636.2 | 3649.5 | 5879.9 | 1041.4 | 2139.0 | 1212.5 | 1654.1 | 2394.6 | 2879.9 | 888.5 | 1799.8 | 757.9 | 9910.4 | 1236.9 | 2491.7 | 2418.1 | 4888.3 | 5794.2 | 456.4 | 591.7 | 7043.3 | 1147.1 | 38674.0 | 8530.9 | 1158.2 | 1396.8 | 8708.2 | 14697.2 | 2641.1 | 19073.0 | 183.3 | 756.4 | 949.9 | 1863.6 | 226.3 | 652.2 | 1255.0 | 768.7 | 396.3 | 290.5 | 1789.0 | 1567.9 | 4490.9 | 1837.2 | 1567.6 | 2096.2 | 821.3 | 275.4 | 9105.4 | 1591.2 | 925.0 | 685.4 | 241.7 | 880.0 | 482.6 | 5860.2 | 608.8 | 2443.6 | 4091.1 | 500.9 | 809.8 | 404.7 | 1261.3 | 5585.0 | 446.0 | 520.7 | 223.0 | 591.2 | 3200.6 | 4329.8 | 97272.1 | 1556.8 | 4512.9 | 58562.0 | 434.5 | 14035.0 | 3964.2 | 1079.6 | 3610.2 | 905.7 | 466.6 | 873.4 | 143.2 | 7312.3 | 1016.1 | 1586.8 | 8742.5 | 2148.9 | 764.6 | 405.8 | 280.0 | 434.9 | 283.2 | 5246.9 | 10107.1 | 538.6 | 873.9 | 346.6 | 234.4 | 926.6 | 15658.2 | 1626.7 | 448.1 | 3396.7 | 7479.0 | 2668.1 | 446.0 | 185.6 | 8302.6 | 245.1 | 310.6 | 96471.5 | 333.6 | 32013.7 | 244.9 | 4405.2 | 884.1 | 247.6 | 457.5 | 411.4 | 261.0 | 297.1 | 337.2 | 14142.2 | 167.9 | 2401.9 | 322.6 | 462.8 | 188.2 | 218.2 | 23297.1 | 29420.4 | 682.9 | 3407.6 | 20406.4 | 6729.5 | 18640.3 | 35987.1 | 285.1 | 1574.6 | 2010.8 | 67736.6 | 11057.4 | 242452.5 | 1661.6 | 353.6 | 2778.0 | 251.3 | 6007.1 | 2207.5 | 3848.6 | 247.6 | 7641.8 | 10919.5 | 542.3 | 1318.3 | 1948.1 | 2384.4 | 2428.7 | 9016.2 | 3991.2 | 1578.0 | 417.1 | 24778.5 | 205.9 | 494.2 | 12903.4 | 415.0 | 359.1 | 844.9 | 158.3 | 255.1 | 421.8 | 15706.2 | 2351.2 | 267.3 | 594.6 | 2836.8 | 321.7 | 3466.5 | 6397.6 | 3576.8 | 534.5 | 228.4 | 26134.3 | 4581.4 | 16375.3 | 3303.1 | 164.1 | 30177.8 | 1669.6 | 11990.0 | 2253.6 | 98498.4 | 4404.0 | 2330.5 | 1972.7 | 2672.9 | 390.9 | 224.2 | 1059.0 | 292.9 | 308.5 | 173.4 | 8885.9 | 29316.0 | 2897.0 | 485.6 | 1095.2 | 303.5 | 355.2 | 12658.2 | 7726.2 | 1072.7 | 4411.8 | 414.0 | 450.3 | 1109.6 | 120.9 | 246.8 | 1276.0 | 2505.0 | 767.1 | 130.6 | 14316.0 | 530.2 | 5334.9 | 4059.3 | 2315.1 | 860.4 | 15701.1 | 12120.2 | 21222.6 | 135355.3 | 443.1 | 1569.2 | 781.3 | 2875.5 | 272.8 | 27559.0 | 2753.1 | 15608.8 | 16166.1 | 1804.3 | 334.6 | 1846.4 | 13291.1 | 442.3 | 7589.3 | 1106.3 | 330.9 | 18476.5 | 462.6 | 993.0 | 629.9 | 461.0 | 15787.7 | 563.6 | 660.2 | 798.7 | 319.8 | 972.6 | 142.8 | 5921.0 | 488.2 | 765.5 | 361.1 | 7093.8 | 3219.0 | 391.9 | 2620.9 | 381.0 | 596.6 | 320.3 | 422.5 | 4081.3 | 2323.1 | 5547.0 | 1253.3 | 3132.8 | 3088.9 | 12764.8 | 29713.2 | 166.2 | 2867.0 | 3308.4 | 490.5 | 765.8 | 4364.3 | 749.6 | 750.0 | 759.7 | 54303.4 | 3589.6 | 1023.3 | 4045.0 | 1255.4 | 5234.2 | 1572.5 | 763.7 | 627.5 | 819.2 | 659.5 | 1302.4 | 762.8 | 3215.2 | 12164.6 | 5139.6 | 2040.7 | 157.0 | 616.3 | 233.8 | 423.4 | 3060.2 | 402.0 | 1228.4 | 882.2 | 2421.7 | 68908.3 | 16535.4 | 2216.3 | 481.8 | 926.2 | 6775.7 | 3600.1 | 40852.2 | 847.2 | 1140.9 | 6508.9 | 2607.0 | 134210.3 | 508.7 | 11579.3 | 900.7 | 977.8 | 3551.6 | 2698.3 | 2351.6 | 814.3 | 1597.5 | 995.5 | 6613.4 | 7620.0 | 4747.7 | 1484.7 | 111800.3 | 1842.7 | 4526.8 | 3284.9 | 6408.5 | 223.3 | 5209.2 | 201.4 | 9283.7 | 2480.6 | 6302.7 | 356.1 | 12126.5 | 7790.1 | 3245.9 | 2246.5 | 356.0 | 292.7 | 17871.6 | 74373.0 | 1252.2 | 780.7 | 28108.3 | 260.7 | 281.5 | 1110.9 | 4279.4 | 420.1 | 158171.2 | 1077.5 | 8648.6 | 7757.9 | 674.1 | 799.6 | 1144.8 | 1388.4 | 37465.5 | 1316.1 | 678.1 | 9369.2 | 2991.7 | 1292.0 | 775.2 | 660.4 | 479.2 | 224.8 | 1248.7 | 5569.2 | 13264.4 | 1324.7 | 1404.1 | 418.0 | 3288.8 | 863.9 | 5499.4 | 156.5 | 484.7 | 1001.4 | 1881.1 | 675.2 | 1478.5 | 1674.7 | 1006.1 | 795.8 | 152.4 | 359.9 | 4746.1 | 525.4 | 22243.8 | 706.2 | 419.6 | 21937.2 | 2320.1 | 5877.7 | 1166.5 | 1360.3 | 255.9 | 3910.1 | 2424.9 | 1299.2 | 3959.7 | 10232.0 | 579.6 | 621.8 | 452.2 | 484.1 | 321.5 | 344.6 | 362.7 | 9501.7 | 387.7 | 1104.0 | 921.5 | 2687.1 | 2303.5 | 555.3 | 25836.2 | 730.9 | 25328.2 | 2359.6 | 1070.0 | 3047.5 | 1217.1 | 3129.7 | 4254.8 | 356.6 | 6413.1 | 14344.3 | 2036.3 | 10185.9 | 410.8 | 9821.7 | 251.9 | 1265.8 | 1764.8 | 1423.1 | 17293.5 | 300.7 | 5931.1 | 8913.7 | 356.8 | 344.2 | 1208.2 | 1847.8 | 537.9 | 8259.2 | 442.0 | 2225.2 | 3201.8 | 276.5 | 1583.9 | 577.1 | 1105.0 | 332.7 | 693.0 | 480.3 | 876.6 | 56095.1 | 1042.3 | 3033.3 | 5933.9 | 9179.1 | 3496.4 | 1837.4 | 2352.5 | 2367.4 | 798.7 | 1323.7 | 13064.8 | 1915.8 | 1802.5 | 1505.8 | 1659.7 | 2908.1 | 526.9 | 674.2 | 5148.0 | 10496.1 | 7615.2 | 870.0 | 12839.7 | 8878.3 | 391.1 | 245759.1 | 3535.8 | 157310.0 | 207.8 | 8706.9 | 934.7 | 3529.8 | 3513.5 | 2148.6 | 20748.6 | 1521.4 | 461.9 | 2849.5 | 1809.3 | 2375.1 | 583.6 | 7333.6 | 859.5 | 530.2 | 855.0 | 734.4 | 9351.7 | 1406.1 | 8586.1 | 2124.7 | 532.3 | 2694.3 | 1587.7 | 2353.8 | 2398.6 | 12446.5 | 3805.4 | 6807.3 | 1247.0 | 9732.9 | 31426.7 | 5800.7 | 971.0 | 905.9 | 18874.9 | 1574.9 | 4186.6 | 3094.5 | 1924.9 | 2438.1 | 215.3 | 950.5 | 26628.7 | 2498.2 | 32597.0 | 1431.1 | 94172.4 | 5557.3 | 519.3 | 1217.0 | 63193.3 | 991.8 | 256.1 | 24293.2 | 672.0 | 1584.2 | 240950.5 | 33190.2 | 4637.5 | 1982.3 | 747.0 | 694.5 | 2807.9 | 720.4 | 717.8 | 808.6 | 864.1 | 478.5 | 3531.9 | 688.3 | 1394.3 | 501.7 | 10210.4 | 286.6 | 571.0 | 1660.6 | 359.0 | 518.6 | 259.2 | 4128.1 | 385.5 | 2434.5 | 780.4 | 185.9 | 118511.0 | 5475.6 | 61405.5 | 1157.1 | 4770.6 | 1628.5 | 396.5 | 4291.8 | 20230.0 | 393.9 | 1306.9 | 1469.2 | 509.8 | 471.1 | 864.2 | 252.6 | 982.6 | 16659.3 | 550.3 | 1027.9 | 260.7 | 5637.2 | 1473.0 | 1661.9 | 1103.3 | 1050.0 | 4434.9 | 610.0 | 486.9 | 9658.2 | 1148.9 | 3406.2 | 12591.1 | 29705.5 | 2522.7 | 25830.1 | 62536.7 | 324.0 | 1055.9 | 254.0 | 5537.1 | 21346.5 | 325.9 | 658.8 | 403.5 | 1460.0 | 751.4 | 2617.8 | 1625.1 | 178.5 | 838.8 | 12882.0 | 1135.3 | 2088.3 | 9952.2 | 441.2 | 1156.0 | 804.2 | 1776.1 | 335.8 | 3063.1 | 1680.9 | 678.7 | 1177.7 | 1351.7 | 845.1 | 167.7 | 436.3 | 3051.4 | 1785.0 | 2141.3 | 747.4 | 577.4 | 403.1 | 10035.3 | 604.5 | 1916.9 | 5151.1 | 4430.8 | 2404.4 | 1386.6 | 1178.9 | 59023.4 | 2009.1 | 6272.7 | 1185.3 | 5964.7 |
| PDMH749VDY | PD | UTSW | 66.8 | 15 | 50 | Male | Set.4 | 921.9 | 852.0 | 30894.8 | 693.5 | 1429.2 | 1527.1 | 1139.3 | 3838.6 | 1882.2 | 301.3 | 329.7 | 12523.5 | 9029.6 | 1119.1 | 2022.5 | 190.2 | 13219.1 | 404.2 | 2181.1 | 1058.1 | 239.5 | 2066.5 | 919.8 | 430.3 | 2281.4 | 321.0 | 242.7 | 1490.9 | 9001.1 | 5842.0 | 39645.7 | 31187.1 | 740.3 | 2003.0 | 5482.4 | 897.8 | 417.3 | 369.2 | 1518.3 | 1172.0 | 1294.5 | 257.2 | 522.1 | 456.7 | 29765.2 | 8790.3 | 2011.4 | 1306.5 | 1282.6 | 1215.9 | 3912.3 | 1479.7 | 31896.3 | 11034.5 | 1093.8 | 887.8 | 2666.4 | 3460.5 | 7345.6 | 18393.0 | 5298.5 | 5586.0 | 37756.5 | 2545.3 | 142.7 | 455.3 | 1250.3 | 9892.8 | 1722.1 | 3820.7 | 1794.3 | 1508.9 | 1018.6 | 898.0 | 398.6 | 390.6 | 994.1 | 20008.9 | 477.7 | 291.3 | 186.4 | 13262.8 | 955.2 | 9795.3 | 2821.2 | 334.4 | 8850.3 | 907.5 | 12152.4 | 605.6 | 1161.9 | 734.8 | 430.8 | 709.8 | 1850.7 | 1989.9 | 15305.5 | 896.3 | 825.0 | 4282.3 | 79.7 | 860.9 | 1034.1 | 49830.1 | 48.4 | 681.0 | 167.0 | 311.9 | 1163.3 | 7723.4 | 8325.1 | 56980.8 | 861.1 | 3107.1 | 700.7 | 12643.7 | 211.7 | 769.4 | 241.1 | 239.2 | 116.8 | 41600.3 | 10743.8 | 1404.6 | 483.9 | 64320.1 | 734.4 | 767.1 | 4600.9 | 25291.4 | 4610.4 | 17710.7 | 1257.4 | 42869.4 | 1856.2 | 779.3 | 6589.4 | 15148.7 | 909.6 | 9985.5 | 281.6 | 340.5 | 180.9 | 567.5 | 857.8 | 402.2 | 1793.2 | 534.6 | 1008.7 | 1871.0 | 3160.6 | 420.0 | 338.7 | 147.5 | 509.2 | 7739.5 | 336.2 | 397.6 | 2077.0 | 6261.5 | 36372.7 | 1142.1 | 471.4 | 2801.8 | 2209.6 | 1358.2 | 7339.7 | 8369.5 | 193.1 | 526.4 | 14543.7 | 30998.8 | 40378.8 | 651.8 | 13169.1 | 839.2 | 8308.2 | 953.4 | 8015.4 | 13246.3 | 3671.5 | 47108.4 | 761.6 | 34915.2 | 2216.3 | 13675.9 | 8335.0 | 2016.6 | 590.6 | 3629.7 | 2244.9 | 2129.0 | 942.3 | 229.1 | 27881.7 | 5352.6 | 1262.0 | 1451.2 | 45716.5 | 704.9 | 7795.9 | 3617.1 | 279.7 | 647.1 | 2443.8 | 2372.6 | 153.3 | 4444.7 | 140.5 | 282.8 | 589.7 | 155.5 | 1454.1 | 1484.9 | 218880.7 | 1077.9 | 486.5 | 6289.9 | 16233.1 | 189.2 | 1538.1 | 38494.6 | 61257.9 | 177988.1 | 279.5 | 284.8 | 11147.5 | 582.0 | 710.9 | 723.2 | 2034.6 | 141.3 | 3674.6 | 1596.5 | 157.5 | 306.1 | 488.8 | 487.6 | 38797.4 | 449.7 | 1508.4 | 230.7 | 587.0 | 2423.8 | 9057.1 | 744.1 | 183081.0 | 19280.9 | 433.2 | 250.9 | 148.8 | 601.7 | 1948.9 | 1982.0 | 11831.6 | 2087.3 | 1914.5 | 1677.2 | 3008.3 | 5597.2 | 525.2 | 757.7 | 237.2 | 3009.2 | 298.5 | 14602.6 | 11046.8 | 815.3 | 263.9 | 3902.2 | 1486.8 | 9351.0 | 1561.8 | 5093.6 | 2530.9 | 7676.9 | 476.9 | 26936.5 | 53.4 | 194.4 | 2043.5 | 227.7 | 442.4 | 1343.3 | 2704.3 | 28204.0 | 2822.6 | 522.8 | 1816.3 | 1483.0 | 938.5 | 301444.4 | 1587.6 | 622.1 | 9381.7 | 754.0 | 6614.1 | 423.8 | 34802.5 | 2409.7 | 143.8 | 696.2 | 997.3 | 303553.9 | 294340.4 | 436.9 | 2194.1 | 17352.3 | 819.5 | 613.7 | 953.9 | 1328.3 | 541.4 | 4976.1 | 1052.3 | 1980.6 | 97529.5 | 1223.5 | 794.2 | 1773.1 | 12726.4 | 766.1 | 1103.1 | 1838.9 | 646.7 | 9136.9 | 250.1 | 1220.5 | 2651.7 | 897.7 | 462.9 | 3423.6 | 453.3 | 3157.2 | 692.7 | 795.3 | 493.8 | 11934.6 | 324.7 | 252.4 | 814.5 | 6813.3 | 3262.6 | 1399.1 | 29782.2 | 427.7 | 3038.4 | 2343.4 | 16335.7 | 22579.6 | 280.3 | 92.4 | 1717.6 | 643.7 | 7075.3 | 47882.9 | 1844.9 | 52627.5 | 5799.5 | 363.1 | 1960.9 | 7416.6 | 1862.2 | 1926.1 | 502.1 | 4524.0 | 1416.1 | 27463.0 | 3548.0 | 1459.5 | 757.4 | 11188.2 | 8629.7 | 1053.0 | 435.8 | 17872.9 | 191.1 | 345.4 | 4265.4 | 977.4 | 73501.1 | 1993.8 | 475.7 | 23169.7 | 330.6 | 812.1 | 1939.4 | 543.4 | 10070.4 | 96248.2 | 5765.3 | 294.5 | 1906.9 | 286.4 | 250.7 | 799.4 | 926.3 | 6059.5 | 4268.6 | 1019.6 | 286.0 | 740.0 | 7810.6 | 3354.5 | 352.0 | 1634.6 | 22833.9 | 21058.1 | 866.5 | 4336.7 | 288.6 | 4894.9 | 2671.7 | 545.1 | 10620.4 | 875.6 | 1566.3 | 360.2 | 2995.5 | 221.7 | 180.9 | 716.2 | 1229.3 | 8055.5 | 2940.1 | 877.3 | 1375.9 | 3952.0 | 5915.6 | 1072.2 | 144.8 | 2355.3 | 992.6 | 246.8 | 492.2 | 215.5 | 1897.5 | 5926.0 | 6489.7 | 2492.0 | 1488.5 | 1196.2 | 7243.4 | 1459.3 | 6900.8 | 1909.5 | 8719.6 | 586.6 | 333.6 | 51829.4 | 2701.9 | 1436.5 | 713.9 | 4421.5 | 4356.5 | 521.0 | 470.8 | 2273.0 | 1145.5 | 4619.9 | 1088.8 | 11792.3 | 7792.4 | 415.0 | 37.8 | 3010.9 | 1737.1 | 234.4 | 1433.2 | 1022.8 | 125.7 | 3107.6 | 5564.9 | 59137.8 | 182.2 | 7632.0 | 1918.3 | 2296.5 | 10015.2 | 2355.1 | 950.2 | 435.3 | 1687.4 | 879.5 | 70660.4 | 11449.4 | 327.5 | 133.7 | 6153.3 | 126557.3 | 735.9 | 6320.4 | 4958.1 | 677.2 | 1529.1 | 5396.6 | 304.3 | 303.4 | 1416.1 | 1282.7 | 349.7 | 195.3 | 2862.1 | 7297.7 | 1585.9 | 5703.4 | 11237.7 | 6167.8 | 212.5 | 180.4 | 391.5 | 1843.1 | 1567.5 | 34710.9 | 1309.4 | 590.0 | 95759.0 | 617.8 | 2084.8 | 4987.4 | 191.0 | 923.1 | 5692.7 | 788.0 | 189.1 | 310.9 | 1398.4 | 202.8 | 18691.4 | 978.0 | 863.9 | 264.7 | 4029.1 | 8277.6 | 2056.0 | 4415.5 | 2437.1 | 2005.4 | 558.7 | 443.2 | 385.3 | 10756.9 | 149.1 | 1482.8 | 54772.2 | 3910.3 | 5100.8 | 2551.6 | 11918.6 | 911.3 | 688.1 | 11776.8 | 630.5 | 9985.1 | 38702.7 | 2977.0 | 282.4 | 5539.4 | 5573.4 | 2805.2 | 1563.7 | 1697.6 | 649.7 | 19401.0 | 2091.1 | 548.8 | 170.1 | 2748.6 | 2477.9 | 375.5 | 2300.0 | 6268.5 | 5421.6 | 1464.5 | 176.8 | 1874.3 | 11532.0 | 200.2 | 188.9 | 1572.3 | 143.0 | 153.5 | 1079.8 | 30651.3 | 93.4 | 1932.2 | 849.0 | 3678.8 | 6071.3 | 6494.6 | 13578.2 | 1351.9 | 480.8 | 354.1 | 244.0 | 223.4 | 24168.7 | 250.6 | 3768.2 | 951.4 | 2212.3 | 1327.6 | 360.0 | 1099.8 | 554.5 | 6676.3 | 13600.4 | 324.4 | 2101.0 | 13214.1 | 489.9 | 6006.7 | 1305.6 | 4750.4 | 1243.8 | 26459.2 | 2519.4 | 1751.7 | 2775.7 | 1216.7 | 641.8 | 2700.4 | 4212.3 | 6671.8 | 1024.2 | 1651.3 | 1087.1 | 1315.7 | 2673.1 | 2846.9 | 737.5 | 1434.5 | 581.4 | 7268.3 | 1140.1 | 2849.7 | 3243.5 | 5401.2 | 8496.8 | 350.3 | 521.8 | 7888.5 | 927.3 | 45651.7 | 9160.2 | 778.6 | 1218.4 | 9410.6 | 14180.0 | 2786.4 | 24719.2 | 459.7 | 604.4 | 424.5 | 1171.2 | 207.9 | 468.8 | 1103.7 | 611.7 | 368.6 | 279.4 | 1982.9 | 1461.8 | 3825.6 | 1226.6 | 1243.0 | 1571.8 | 458.9 | 121.9 | 16043.4 | 1474.2 | 614.2 | 448.2 | 226.2 | 718.7 | 348.3 | 4142.4 | 725.5 | 2533.8 | 8198.0 | 433.5 | 1272.5 | 291.9 | 1148.4 | 14112.9 | 364.2 | 447.5 | 262.0 | 545.0 | 4031.4 | 4593.9 | 121162.2 | 3644.4 | 3415.6 | 75730.5 | 480.0 | 17262.1 | 3816.5 | 1328.0 | 5093.9 | 521.8 | 583.8 | 807.8 | 152.3 | 12371.9 | 761.4 | 2313.3 | 10248.5 | 3082.2 | 935.8 | 359.5 | 258.4 | 384.3 | 320.7 | 7362.6 | 12142.3 | 530.6 | 922.5 | 313.8 | 195.4 | 872.5 | 6304.3 | 2069.6 | 311.4 | 3179.4 | 10104.2 | 3759.0 | 367.1 | 165.4 | 7483.5 | 486.1 | 646.7 | 100999.7 | 283.9 | 27690.3 | 253.8 | 6555.3 | 598.6 | 196.7 | 298.1 | 636.0 | 201.0 | 230.0 | 329.5 | 23677.4 | 135.1 | 2106.1 | 380.3 | 367.2 | 252.5 | 198.8 | 8605.7 | 27622.0 | 759.0 | 4274.7 | 27261.2 | 7177.6 | 19248.3 | 31992.0 | 197.9 | 1231.6 | 2042.2 | 60662.1 | 8733.8 | 236859.9 | 1548.7 | 333.5 | 3975.2 | 217.9 | 8922.9 | 2683.8 | 2933.7 | 159.0 | 9531.6 | 19031.8 | 417.6 | 1617.3 | 2416.7 | 2627.0 | 3217.1 | 9062.0 | 7118.2 | 1426.3 | 386.7 | 35021.7 | 186.3 | 421.6 | 19284.8 | 348.8 | 260.3 | 1332.7 | 146.0 | 199.0 | 378.6 | 20179.9 | 4156.6 | 215.0 | 632.7 | 3932.1 | 278.5 | 5372.2 | 8985.4 | 1557.2 | 540.5 | 207.1 | 38551.0 | 7281.0 | 12676.5 | 4356.6 | 125.5 | 28559.4 | 1528.6 | 14769.3 | 870.5 | 22016.8 | 1886.4 | 1870.7 | 1974.5 | 1291.7 | 408.7 | 195.3 | 1507.6 | 264.3 | 241.4 | 132.8 | 3468.5 | 35464.2 | 3140.2 | 447.6 | 1261.6 | 249.9 | 240.1 | 12605.5 | 8703.2 | 1158.4 | 4157.0 | 390.5 | 321.8 | 1267.1 | 107.4 | 169.1 | 1108.5 | 1559.5 | 804.2 | 100.2 | 12660.8 | 492.6 | 4884.9 | 2325.9 | 2391.0 | 869.1 | 15753.1 | 10347.0 | 12299.5 | 101780.1 | 577.7 | 1391.2 | 752.2 | 1515.6 | 245.5 | 25868.9 | 733.9 | 13069.5 | 16396.4 | 4213.6 | 289.9 | 1599.0 | 11850.2 | 463.1 | 6708.1 | 1110.0 | 339.2 | 23846.3 | 451.3 | 907.3 | 685.3 | 529.0 | 11505.7 | 599.7 | 604.1 | 782.2 | 260.8 | 1020.0 | 129.6 | 7656.0 | 489.5 | 859.9 | 300.8 | 3372.1 | 1986.3 | 357.2 | 3292.3 | 311.9 | 519.8 | 220.7 | 312.3 | 3405.3 | 1579.6 | 5850.0 | 1111.6 | 2728.9 | 3536.2 | 9423.6 | 30947.7 | 171.1 | 3203.4 | 3046.3 | 724.7 | 488.5 | 4718.8 | 604.1 | 1070.6 | 623.4 | 38227.3 | 1829.4 | 524.7 | 3963.7 | 987.9 | 2916.1 | 2048.1 | 1481.0 | 504.6 | 1009.5 | 466.9 | 1149.2 | 500.3 | 2760.9 | 10691.2 | 6599.5 | 2762.8 | 119.0 | 699.9 | 207.2 | 410.3 | 1255.8 | 286.1 | 1990.0 | 255.8 | 2726.1 | 68920.0 | 15612.0 | 1789.9 | 438.2 | 1192.3 | 5580.8 | 2704.0 | 16009.6 | 846.9 | 417.7 | 692.4 | 783.9 | 101724.4 | 379.8 | 10490.1 | 516.1 | 703.0 | 3222.7 | 3874.1 | 1228.2 | 812.4 | 1316.3 | 773.6 | 4699.7 | 7152.4 | 2998.6 | 1835.1 | 148685.8 | 1610.1 | 4877.7 | 670.9 | 5400.9 | 227.4 | 5209.9 | 166.4 | 7370.3 | 3197.5 | 5248.4 | 266.9 | 7729.7 | 4050.6 | 2199.8 | 876.6 | 275.8 | 169.4 | 561.5 | 73744.0 | 1451.3 | 495.3 | 23181.8 | 149.9 | 252.4 | 1130.6 | 5271.4 | 379.7 | 151829.2 | 1057.8 | 8603.0 | 885.4 | 533.1 | 797.8 | 489.2 | 2022.4 | 54118.4 | 829.6 | 883.5 | 13555.8 | 4675.6 | 882.5 | 912.8 | 332.0 | 415.5 | 243.6 | 1263.9 | 2898.8 | 19159.3 | 1446.1 | 1754.4 | 344.1 | 4136.5 | 967.0 | 5061.6 | 122.6 | 375.3 | 888.7 | 4002.0 | 352.6 | 1557.8 | 842.7 | 1018.8 | 714.5 | 125.9 | 289.8 | 3299.8 | 596.4 | 13414.7 | 575.7 | 310.4 | 15086.9 | 1291.6 | 4723.9 | 788.5 | 1273.5 | 247.8 | 2360.1 | 2611.4 | 431.9 | 4781.6 | 10120.7 | 603.5 | 759.0 | 441.1 | 1444.2 | 163.5 | 507.7 | 293.0 | 8125.7 | 418.3 | 396.9 | 809.2 | 1887.2 | 1321.4 | 503.6 | 25805.7 | 507.0 | 20239.2 | 583.7 | 628.2 | 2373.3 | 908.1 | 1947.4 | 3101.5 | 382.8 | 5327.1 | 16514.9 | 1141.1 | 17930.2 | 363.0 | 6115.9 | 194.5 | 758.1 | 1355.0 | 977.8 | 6622.3 | 134.9 | 3284.5 | 3827.9 | 300.1 | 320.0 | 1066.5 | 2721.2 | 325.3 | 13575.0 | 240.9 | 642.0 | 5793.5 | 303.3 | 1386.5 | 620.3 | 1304.4 | 331.2 | 458.9 | 553.0 | 981.8 | 72788.2 | 974.2 | 3496.8 | 5678.5 | 16971.2 | 3954.9 | 2060.5 | 2699.5 | 529.5 | 740.3 | 892.2 | 17124.1 | 1600.5 | 1462.2 | 1576.5 | 1356.8 | 2086.1 | 396.5 | 572.4 | 7873.2 | 9091.8 | 7644.6 | 817.9 | 6064.6 | 7868.9 | 303.0 | 338214.3 | 4315.2 | 170736.2 | 182.6 | 7667.7 | 1138.0 | 3680.8 | 3327.1 | 1806.6 | 15622.9 | 3455.0 | 400.7 | 1826.6 | 1689.3 | 2070.0 | 487.4 | 3026.9 | 685.1 | 436.4 | 917.4 | 618.5 | 9048.9 | 627.9 | 13348.6 | 1766.9 | 645.8 | 2201.7 | 1730.5 | 1582.6 | 1784.1 | 6985.2 | 3992.5 | 7308.4 | 1027.7 | 9385.7 | 12181.6 | 10045.5 | 431.4 | 747.3 | 15976.6 | 1430.3 | 7780.1 | 3000.7 | 1563.0 | 3379.6 | 202.5 | 575.2 | 33272.7 | 2995.4 | 39679.7 | 845.7 | 83564.2 | 8090.0 | 389.4 | 252.2 | 65949.1 | 833.7 | 237.2 | 21177.7 | 514.3 | 1523.3 | 73586.7 | 49985.2 | 6692.2 | 2167.0 | 1377.9 | 653.6 | 3179.0 | 505.1 | 1029.0 | 671.4 | 584.0 | 281.3 | 2836.5 | 538.4 | 1225.5 | 392.0 | 8330.9 | 225.0 | 516.8 | 2315.9 | 285.3 | 416.6 | 184.0 | 4572.8 | 501.9 | 2457.6 | 656.8 | 151.0 | 145295.5 | 5225.8 | 70513.0 | 1008.3 | 6636.2 | 1477.9 | 414.1 | 5527.6 | 29187.4 | 267.8 | 1107.6 | 1458.7 | 616.7 | 205.1 | 972.2 | 210.3 | 1012.3 | 48683.0 | 398.4 | 780.0 | 172.2 | 4840.1 | 1327.8 | 1986.3 | 901.8 | 1069.4 | 4304.1 | 474.3 | 509.8 | 408.9 | 1115.3 | 1728.5 | 10941.8 | 40670.5 | 2443.0 | 12175.6 | 82715.0 | 180.9 | 920.4 | 175.7 | 10818.4 | 18072.9 | 260.7 | 449.4 | 255.6 | 1022.4 | 813.7 | 2642.6 | 605.8 | 141.0 | 551.2 | 6588.4 | 780.6 | 1106.7 | 4953.1 | 430.6 | 1364.5 | 784.4 | 2309.1 | 384.6 | 2479.0 | 1877.3 | 507.1 | 1231.2 | 1147.0 | 917.5 | 148.8 | 371.7 | 2106.2 | 1843.0 | 3443.1 | 855.5 | 398.8 | 374.1 | 9137.6 | 600.3 | 1367.2 | 3835.4 | 4662.8 | 5474.4 | 941.0 | 2956.1 | 45611.9 | 3550.2 | 24817.0 | 1357.4 | 4979.6 |
| PDKL402HA0 | PD | UTSW | 63.0 | NA | 27 | Male | Set.1 | 12915.0 | 919.1 | 20305.6 | 782.0 | 1639.4 | 1189.1 | 1178.1 | 7281.8 | 966.4 | 324.1 | 524.4 | 12789.0 | 8731.8 | 1412.0 | 1423.2 | 243.8 | 6966.0 | 458.4 | 2363.7 | 1193.7 | 241.3 | 2345.8 | 5116.8 | 510.0 | 1894.6 | 290.7 | 320.4 | 1925.4 | 5461.4 | 10430.0 | 31878.2 | 40533.5 | 601.7 | 1563.1 | 3572.7 | 1000.4 | 512.2 | 455.6 | 1580.2 | 1359.3 | 1382.5 | 587.7 | 534.6 | 596.3 | 31850.2 | 17044.8 | 2060.1 | 1419.7 | 1253.6 | 1370.8 | 5309.5 | 1758.9 | 39534.3 | 3902.0 | 1346.6 | 360.8 | 2478.0 | 3386.8 | 6247.1 | 21657.6 | 6106.4 | 6328.7 | 97343.7 | 2727.1 | 127.1 | 1099.4 | 1322.3 | 5704.0 | 1857.8 | 5934.2 | 1674.1 | 1547.4 | 1302.9 | 894.0 | 640.8 | 425.1 | 1204.7 | 28274.0 | 696.4 | 349.5 | 214.2 | 12836.9 | 1027.0 | 15200.8 | 2407.1 | 368.9 | 11341.4 | 813.7 | 17867.5 | 715.7 | 1260.5 | 732.9 | 490.1 | 836.5 | 1296.6 | 2554.1 | 12223.5 | 903.8 | 1377.5 | 6913.1 | 374.7 | 1569.8 | 1348.6 | 80178.1 | 65.0 | 592.6 | 166.7 | 502.9 | 1327.5 | 9183.8 | 7158.8 | 24784.6 | 756.2 | 3586.4 | 925.1 | 10705.8 | 301.8 | 799.6 | 238.4 | 284.0 | 131.0 | 35615.6 | 12619.6 | 913.3 | 515.1 | 88140.9 | 936.5 | 1062.1 | 6577.2 | 40665.3 | 4896.0 | 18399.4 | 1082.4 | 39634.9 | 1919.8 | 867.0 | 8411.9 | 19599.7 | 1588.4 | 10788.4 | 302.2 | 420.7 | 117.2 | 607.0 | 912.3 | 693.6 | 2308.9 | 639.5 | 912.7 | 1745.9 | 3602.8 | 486.6 | 346.6 | 153.5 | 535.2 | 7487.6 | 383.8 | 579.9 | 2170.1 | 5390.2 | 49529.7 | 1230.7 | 548.3 | 2898.5 | 3047.1 | 1430.3 | 7540.2 | 14281.8 | 188.3 | 1502.2 | 4286.4 | 37483.6 | 33134.9 | 771.5 | 11937.8 | 632.7 | 11126.4 | 1069.6 | 7081.1 | 12926.7 | 3240.0 | 27018.9 | 1201.3 | 32894.4 | 1349.2 | 11644.0 | 4657.1 | 2391.7 | 687.4 | 3425.2 | 1838.0 | 2377.0 | 1069.4 | 282.9 | 17479.6 | 4452.8 | 1089.3 | 1720.7 | 45568.5 | 688.5 | 11422.7 | 5260.3 | 339.6 | 889.0 | 2410.3 | 2263.2 | 550.2 | 3217.9 | 145.3 | 298.9 | 812.9 | 194.7 | 1343.0 | 1572.1 | 231213.0 | 1138.9 | 484.7 | 4153.2 | 22619.0 | 262.6 | 2278.2 | 38145.7 | 47610.7 | 163380.8 | 456.6 | 415.3 | 11651.2 | 645.9 | 1236.9 | 1051.0 | 1468.3 | 308.5 | 3372.9 | 1445.2 | 361.5 | 303.2 | 708.8 | 1927.5 | 48426.0 | 820.4 | 1712.5 | 434.7 | 412.0 | 2826.7 | 5274.4 | 883.0 | 170458.9 | 8620.0 | 464.9 | 438.6 | 266.2 | 492.3 | 2352.9 | 2152.5 | 12542.8 | 1991.6 | 3941.1 | 1783.7 | 3008.0 | 6357.0 | 659.4 | 1219.2 | 316.9 | 2492.3 | 229.5 | 20701.2 | 10295.2 | 1132.2 | 264.7 | 3967.4 | 1131.1 | 9587.7 | 1416.8 | 3813.0 | 2799.0 | 7424.7 | 586.6 | 17949.7 | 64.1 | 194.7 | 1900.1 | 281.1 | 839.1 | 1523.3 | 3375.5 | 18676.2 | 2904.7 | 470.9 | 455.7 | 1176.3 | 912.9 | 299167.3 | 1666.1 | 663.8 | 5696.5 | 960.2 | 5195.8 | 443.4 | 17943.8 | 3025.2 | 297.3 | 731.2 | 562.8 | 180334.0 | 207934.3 | 492.5 | 2550.8 | 11554.0 | 788.4 | 722.7 | 1071.1 | 1360.1 | 630.2 | 5455.3 | 1040.0 | 502.3 | 111842.4 | 1810.8 | 730.6 | 959.1 | 13105.8 | 697.1 | 1394.7 | 1447.9 | 2865.3 | 8006.1 | 382.7 | 1300.1 | 2538.3 | 837.6 | 480.5 | 3445.8 | 509.2 | 2625.2 | 390.5 | 773.1 | 573.5 | 12404.1 | 1070.0 | 302.8 | 731.5 | 8433.3 | 2810.5 | 1731.7 | 9053.8 | 495.8 | 4531.6 | 2468.7 | 20070.7 | 29858.8 | 281.3 | 98.6 | 2199.6 | 1278.4 | 7535.9 | 75282.8 | 1210.9 | 52735.7 | 352.0 | 1537.1 | 491.0 | 8564.5 | 2719.9 | 2391.9 | 661.4 | 4000.1 | 4413.2 | 10320.5 | 3501.3 | 1657.3 | 1262.1 | 12519.2 | 8376.0 | 480.8 | 398.5 | 24823.9 | 325.8 | 462.2 | 6539.6 | 1290.3 | 69252.6 | 3043.2 | 552.5 | 16453.5 | 483.7 | 2505.2 | 1614.2 | 644.7 | 12029.5 | 96411.1 | 5949.7 | 329.4 | 2444.4 | 320.4 | 421.2 | 750.0 | 1843.6 | 4989.4 | 4734.2 | 935.8 | 295.4 | 1174.6 | 10437.6 | 5633.9 | 431.9 | 1429.4 | 20068.9 | 15033.0 | 1067.4 | 9273.3 | 339.9 | 3022.8 | 2242.0 | 734.0 | 5486.6 | 900.3 | 1599.8 | 716.1 | 2868.7 | 258.5 | 212.3 | 1477.1 | 1150.1 | 6399.9 | 2133.0 | 1285.1 | 1654.5 | 3701.5 | 6763.7 | 1240.5 | 152.4 | 2134.7 | 706.8 | 280.3 | 507.7 | 222.4 | 2008.2 | 6347.2 | 6500.9 | 1535.3 | 1120.4 | 1851.2 | 5212.7 | 1911.1 | 9472.8 | 2451.9 | 7514.2 | 389.2 | 371.8 | 48674.3 | 2243.9 | 3327.5 | 732.6 | 4782.1 | 2961.7 | 727.8 | 1528.1 | 1860.5 | 1427.3 | 5442.9 | 735.0 | 625.4 | 10748.2 | 394.6 | 48.3 | 753.4 | 1921.1 | 1705.3 | 1180.7 | 968.0 | 321.6 | 3607.0 | 5144.1 | 55420.4 | 213.9 | 8297.0 | 2366.8 | 2496.6 | 9324.7 | 2365.6 | 905.4 | 386.1 | 2530.9 | 1143.8 | 62041.8 | 10683.6 | 527.8 | 140.4 | 4477.8 | 147437.8 | 819.4 | 5628.1 | 3683.2 | 900.9 | 2560.5 | 10404.9 | 358.2 | 321.7 | 1636.2 | 1299.1 | 191.7 | 219.3 | 2856.0 | 4945.6 | 1558.4 | 7888.3 | 15720.1 | 5315.4 | 226.0 | 174.6 | 528.2 | 1731.2 | 1320.7 | 38511.7 | 1198.8 | 638.8 | 103542.9 | 618.8 | 2126.1 | 3921.2 | 182.5 | 981.7 | 4375.7 | 822.3 | 226.8 | 513.9 | 2654.1 | 236.7 | 14037.0 | 971.5 | 1580.2 | 269.3 | 2896.8 | 5305.9 | 2855.7 | 7499.7 | 1219.9 | 2327.0 | 709.6 | 510.9 | 992.6 | 8311.6 | 134.8 | 1334.5 | 51634.2 | 2620.0 | 6517.4 | 3188.7 | 9738.1 | 633.9 | 802.0 | 9546.1 | 944.8 | 7646.5 | 41367.4 | 2724.1 | 290.8 | 5767.9 | 5411.3 | 7775.2 | 2524.2 | 1180.8 | 612.2 | 20099.8 | 4758.5 | 604.1 | 183.2 | 1542.6 | 3533.5 | 445.3 | 1905.7 | 3722.2 | 4849.3 | 1734.5 | 196.8 | 3336.7 | 9167.7 | 268.2 | 205.7 | 1368.3 | 165.8 | 151.1 | 1253.1 | 13153.0 | 210.7 | 2226.4 | 1185.8 | 4259.3 | 6223.6 | 5509.9 | 15218.8 | 1012.2 | 451.6 | 580.5 | 241.5 | 224.5 | 15481.2 | 421.9 | 4084.5 | 1049.5 | 1877.0 | 2348.4 | 414.1 | 1453.8 | 577.2 | 6463.1 | 6012.3 | 408.1 | 2333.9 | 13716.8 | 589.1 | 5465.7 | 1441.8 | 6437.5 | 1692.0 | 20716.6 | 2635.2 | 2089.0 | 2252.0 | 4362.7 | 2914.9 | 2613.5 | 4311.4 | 7545.0 | 965.1 | 1734.2 | 1259.1 | 1306.6 | 2556.9 | 2906.5 | 921.1 | 1179.9 | 796.8 | 6104.2 | 1292.1 | 2856.4 | 3104.5 | 4289.1 | 6808.2 | 1014.8 | 589.1 | 7231.5 | 1151.3 | 40430.7 | 8702.2 | 863.4 | 1266.3 | 10171.6 | 10263.0 | 2900.7 | 19742.3 | 490.3 | 1288.7 | 355.1 | 2352.7 | 214.6 | 528.6 | 1373.5 | 642.7 | 394.8 | 295.2 | 2175.7 | 2058.6 | 4925.6 | 1512.7 | 1771.3 | 3072.9 | 1728.1 | 141.6 | 14829.9 | 1319.2 | 681.9 | 929.7 | 230.2 | 1879.6 | 381.2 | 7324.7 | 862.3 | 3344.7 | 6067.2 | 9908.5 | 923.5 | 310.6 | 1006.9 | 5588.1 | 351.1 | 932.8 | 197.3 | 461.0 | 2637.6 | 5683.5 | 76628.8 | 1650.6 | 9091.0 | 60915.0 | 547.0 | 17348.8 | 4451.4 | 1082.3 | 3680.9 | 1157.4 | 518.2 | 743.5 | 146.3 | 8857.6 | 750.5 | 1914.3 | 8397.4 | 2150.7 | 923.7 | 378.8 | 243.7 | 352.0 | 301.1 | 4508.7 | 14256.7 | 541.0 | 1057.3 | 366.6 | 346.3 | 1593.4 | 11472.7 | 1748.9 | 267.0 | 3088.8 | 12543.6 | 2698.1 | 344.4 | 289.5 | 8746.5 | 363.6 | 350.9 | 94280.0 | 305.7 | 24896.5 | 253.8 | 5881.0 | 1759.1 | 197.5 | 262.2 | 947.9 | 199.6 | 389.0 | 341.6 | 15300.6 | 191.4 | 1718.0 | 531.6 | 457.9 | 190.7 | 201.2 | 16820.6 | 18008.1 | 702.0 | 3671.7 | 25360.8 | 7839.9 | 10992.2 | 29138.2 | 214.5 | 1343.4 | 2371.2 | 53468.6 | 11126.1 | 250305.5 | 2319.2 | 327.0 | 2696.0 | 206.6 | 8041.3 | 1738.7 | 2741.4 | 176.7 | 7072.4 | 17050.9 | 482.4 | 1742.8 | 2609.5 | 2389.6 | 2187.0 | 8711.9 | 6350.8 | 1504.3 | 382.1 | 25652.1 | 202.3 | 511.3 | 12957.3 | 347.5 | 261.5 | 977.2 | 167.3 | 199.9 | 483.4 | 15083.0 | 3498.7 | 229.0 | 547.7 | 3015.0 | 286.4 | 4195.1 | 6907.0 | 2173.3 | 525.4 | 223.8 | 27708.7 | 4822.3 | 14127.8 | 3482.5 | 169.2 | 24381.9 | 1289.0 | 11957.8 | 258.1 | 13876.0 | 3817.9 | 2130.0 | 2269.1 | 1289.2 | 353.8 | 227.0 | 1188.9 | 257.4 | 243.8 | 162.1 | 7831.0 | 36717.5 | 2366.1 | 431.3 | 1184.3 | 429.1 | 302.2 | 20286.0 | 11752.2 | 1174.1 | 6418.3 | 361.4 | 373.9 | 1103.0 | 111.6 | 203.2 | 1072.5 | 2606.1 | 1040.9 | 140.0 | 17298.0 | 550.9 | 4900.4 | 161.7 | 2591.7 | 949.6 | 16853.7 | 10372.6 | 10518.6 | 108185.7 | 515.3 | 1224.2 | 725.9 | 2578.1 | 294.4 | 21348.8 | 1058.3 | 20412.9 | 6975.5 | 2099.1 | 316.1 | 1808.3 | 13195.0 | 430.9 | 7136.0 | 1264.1 | 4462.3 | 13754.0 | 550.8 | 1594.7 | 672.5 | 324.6 | 11948.0 | 745.1 | 665.9 | 1000.4 | 270.1 | 857.5 | 105.4 | 6647.0 | 519.3 | 806.7 | 308.7 | 5305.2 | 2396.0 | 375.4 | 2455.7 | 369.4 | 595.9 | 250.9 | 936.6 | 3234.5 | 1668.3 | 5455.9 | 1732.7 | 3692.2 | 3130.7 | 10517.5 | 41770.3 | 172.2 | 3715.5 | 2272.9 | 882.4 | 608.6 | 5698.0 | 940.6 | 622.0 | 1080.6 | 37009.1 | 2720.1 | 677.3 | 5458.6 | 1576.8 | 10246.7 | 2127.6 | 1209.0 | 805.3 | 1076.8 | 467.0 | 1388.2 | 508.3 | 4540.3 | 12477.9 | 6362.0 | 3007.0 | 269.2 | 481.7 | 291.9 | 797.9 | 4023.6 | 649.9 | 1007.4 | 449.6 | 2694.1 | 72478.7 | 13368.5 | 1541.2 | 468.6 | 855.0 | 4150.4 | 36907.7 | 30452.5 | 614.2 | 753.6 | 2513.0 | 819.6 | 135225.5 | 432.7 | 14669.7 | 770.2 | 589.8 | 2569.2 | 1733.0 | 1787.4 | 918.0 | 2346.1 | 1123.5 | 5560.3 | 5955.4 | 4720.7 | 1746.3 | 126924.2 | 1689.3 | 5539.0 | 870.7 | 5890.5 | 182.5 | 5176.3 | 168.5 | 4577.3 | 3145.1 | 4757.1 | 311.1 | 15587.3 | 5113.6 | 2495.5 | 794.8 | 347.2 | 303.1 | 2226.2 | 61663.0 | 1596.6 | 717.9 | 28930.6 | 410.4 | 245.2 | 1165.3 | 6003.9 | 394.3 | 159140.4 | 1032.5 | 8980.6 | 3555.2 | 631.6 | 727.0 | 600.2 | 1903.9 | 59557.5 | 1096.7 | 458.3 | 11777.5 | 3478.2 | 1194.9 | 867.6 | 1057.4 | 464.4 | 453.2 | 1366.0 | 2228.3 | 17654.8 | 1142.0 | 1848.6 | 422.6 | 2514.0 | 968.2 | 7376.5 | 188.2 | 456.1 | 1007.0 | 4546.8 | 361.4 | 1906.5 | 816.1 | 1061.5 | 816.8 | 131.5 | 390.3 | 3754.7 | 559.0 | 17364.9 | 1859.1 | 400.1 | 15782.8 | 1563.2 | 4921.9 | 1145.4 | 1562.6 | 262.2 | 2433.4 | 3523.3 | 309.5 | 4307.1 | 9304.0 | 671.1 | 287.1 | 432.2 | 822.1 | 819.6 | 369.1 | 573.5 | 8617.2 | 367.0 | 866.7 | 1050.5 | 2856.0 | 2147.9 | 501.9 | 27976.2 | 1025.0 | 22859.1 | 1881.0 | 1117.8 | 2541.7 | 1469.3 | 2642.0 | 3855.8 | 434.8 | 3709.2 | 14831.0 | 1018.1 | 24557.5 | 406.7 | 7091.8 | 496.3 | 810.5 | 1564.4 | 1005.2 | 7771.8 | 152.9 | 3882.9 | 6581.1 | 978.2 | 323.7 | 1242.6 | 1969.3 | 585.1 | 8483.5 | 738.7 | 757.3 | 4431.9 | 564.9 | 1890.6 | 615.0 | 1139.7 | 353.5 | 660.8 | 3472.7 | 677.0 | 50224.5 | 1129.4 | 3774.1 | 5334.8 | 9186.5 | 4058.4 | 2017.9 | 2669.2 | 939.1 | 2211.1 | 1261.7 | 12178.0 | 2325.4 | 1465.9 | 1720.2 | 1496.2 | 2505.3 | 442.3 | 780.8 | 6428.8 | 10135.6 | 10464.7 | 1101.3 | 10801.6 | 8969.7 | 382.7 | 265036.0 | 4446.1 | 189670.5 | 181.4 | 2861.5 | 1145.7 | 3248.7 | 3393.2 | 2954.0 | 17181.3 | 2021.9 | 386.1 | 2167.9 | 1566.6 | 1886.0 | 619.8 | 3223.4 | 803.8 | 665.2 | 778.0 | 688.2 | 10977.1 | 722.9 | 9408.6 | 5200.6 | 610.4 | 2670.4 | 1826.8 | 1617.7 | 1367.8 | 8236.5 | 4517.7 | 7604.5 | 1097.9 | 10922.3 | 15271.4 | 9862.6 | 574.8 | 713.6 | 17356.7 | 1056.6 | 9446.3 | 3481.3 | 1467.7 | 2932.1 | 467.0 | 919.1 | 25312.2 | 2726.8 | 33141.2 | 1341.1 | 99060.1 | 5162.6 | 498.5 | 280.8 | 18728.4 | 1037.6 | 261.2 | 23626.9 | 590.9 | 1570.7 | 73288.5 | 49618.6 | 5028.2 | 2276.0 | 1120.4 | 756.5 | 2845.2 | 717.8 | 806.8 | 888.0 | 925.9 | 341.7 | 3227.2 | 834.4 | 1277.7 | 649.5 | 9556.1 | 243.7 | 2652.7 | 905.8 | 345.2 | 477.8 | 176.1 | 4963.6 | 747.2 | 2240.9 | 653.8 | 198.1 | 125876.8 | 5636.7 | 71704.2 | 890.3 | 5332.0 | 1256.9 | 516.6 | 2922.8 | 21107.1 | 324.1 | 1125.7 | 1614.3 | 538.6 | 202.1 | 1145.1 | 262.6 | 2654.5 | 37750.6 | 470.3 | 698.0 | 159.1 | 2993.8 | 1749.3 | 1921.8 | 1010.3 | 1158.9 | 3796.4 | 489.2 | 557.4 | 490.1 | 1055.7 | 2387.4 | 15029.2 | 26496.8 | 3119.1 | 4920.6 | 64432.2 | 332.8 | 988.1 | 256.7 | 5973.7 | 26731.5 | 221.0 | 941.2 | 313.1 | 1332.2 | 741.2 | 5543.7 | 768.3 | 169.6 | 598.4 | 6438.5 | 741.4 | 1248.5 | 2742.5 | 452.3 | 1089.5 | 801.3 | 2160.3 | 355.9 | 3621.8 | 1118.4 | 649.5 | 1226.7 | 1660.0 | 1315.5 | 181.0 | 400.1 | 1850.7 | 1776.9 | 2972.3 | 702.9 | 478.9 | 369.0 | 10087.9 | 579.3 | 1637.2 | 3761.6 | 3774.6 | 3493.2 | 811.7 | 1302.9 | 52761.7 | 2777.9 | 8551.4 | 1169.2 | 5494.1 |
# Let's extract the columns that include proteine expression only
protein = df[9:1313]
# Let's first normaliz the dataset using log10 transformation
protein.log = log10(protein)
# Let's first do some quality control analysis to identify potential outliers
dat.pca <- prcomp(protein.log,cor=F)
protein.log$Site = df$Site
autoplot(dat.pca)
# Based on the PCA plot,looks like there's one significant outlier. let's remove that outlier before further analysis
protein.log = protein.log[-309,]
df = df[-309,]
#Now, we can add clinical variables back to the pre-processed protein values
protein.log$GUID = df$GUID
protein.log$Group = df$Group
protein.log$Site = df$Site
protein.log$Age = df$Age
protein.log$LDOPA = df$LDOPADoseTm
protein.log$UPDRS = df$UPDRS
Now, let’s move on to compare the proteomic expression level difference betwen normal control and Parkinson’s patients
setwd('/Users/junchaoshen/UPenn BMI')
library(GEOquery)
library(oligo)
library(limma)
library(viridis)
library(GEOquery)
design <- model.matrix(~ -1 + factor(protein.log$Group))
colnames(design) <- levels(factor(protein.log$Group))
fit <- lmFit(t(protein.log[,1:1305]), design)
fit.contrast <- makeContrasts(diff = Control - PD,
levels = design)
fit2 <- contrasts.fit(fit, fit.contrast)
fit2 <- eBayes(fit2)
exposure_results <- topTable(fit2, coef = "diff", adjust = "BH", num = Inf)
exposure_results[exposure_results$sig == 'significant',]
## [1] logFC AveExpr t P.Value adj.P.Val B
## <0 rows> (or 0-length row.names)
library(ggplot2)
library(ggrepel)
# Assign (in)significant genes
exposure_results$sig <- rep("insignificant", nrow(exposure_results))
exposure_results$sig[which(exposure_results$adj.P.Val<0.05)] <- "significant"
v1 = ggplot(exposure_results, aes(x = logFC, y = -log10(adj.P.Val), color = sig)) +
geom_point() +
theme_bw() +
ggtitle("Volcano plot") +
xlab("LogFC")+
ylab("-Log10(q-value)") +
scale_color_manual(values = c("black", "red")) +
theme(legend.position = "none")
v1+geom_text_repel(data=head(exposure_results, 40), aes(label=rownames(exposure_results)[1:40]))
dict = read.csv('Protein Demographic.csv',skip = 1)
dict1 = t(dict[4:5,])[-1:-8,]
rownames(dict1) = NULL
colnames(dict1) = c('SYMBOL','Protein.Name')
exposure_results$Protein.Name = rownames(exposure_results)
protein_gene = merge(exposure_results,dict1,by = 'Protein.Name')
DE_res = protein_gene
write.table(exposure_results, "./Protein_DE_results.txt", row.names = F,
col.names = T, quote = F, sep = "\t")
df_boxplot1 = data.frame(
expression = protein.log[,'BSP'],
status = protein.log$Group)
ggplot(df_boxplot1, aes(x = status, y = expression)) +
geom_boxplot(outlier.colour = NA, color = "grey18", fill = "lightblue") +
stat_boxplot(geom = "errorbar", color = "grey18") +
geom_jitter(size = 1, position = position_jitter(width = 0.3)) +
ggtitle("BSP Expression Level between PD and Control") +
xlab(" ") +
ylab("BSP Expression Level (RFU)") +
theme_bw() +
theme(legend.position = "none")
df_boxplot2 = data.frame(
expression = protein.log[,'OMD'],
status = protein.log$Group)
ggplot(df_boxplot2, aes(x = status, y = expression)) +
geom_boxplot(outlier.colour = NA, color = "grey18", fill = "lightblue") +
stat_boxplot(geom = "errorbar", color = "grey18") +
geom_jitter(size = 1, position = position_jitter(width = 0.3)) +
ggtitle("OMD Expression Level between PD and Control") +
xlab(" ") +
ylab("OMD Expression Level (RFU)") +
theme_bw() +
theme(legend.position = "none")
df_boxplot3 = data.frame(
expression = protein.log[,'ApoM'],
status = protein.log$Group)
ggplot(df_boxplot3, aes(x = status, y = expression)) +
geom_boxplot(outlier.colour = NA, color = "grey18", fill = "lightblue") +
stat_boxplot(geom = "errorbar", color = "grey18") +
geom_jitter(size = 1, position = position_jitter(width = 0.3)) +
ggtitle("ApoM Expression Level between PD and Control") +
xlab(" ") +
ylab("ApoM Expression Level (RFU)") +
theme_bw() +
theme(legend.position = "none")
library(gplots)
# keep top 200 genes
top_results <- subset(exposure_results,sig =='significant')
top.eset <- protein.log[colnames(protein.log) %in% row.names(top_results)]
status.colors <- unlist(lapply(protein.log$Group,
function (x) {if (x == "PD") "red"
else "navy"}))
heatmap.2(t(top.eset), col = viridis(256, option = "B"),
trace = "none", keysize = 1.5, key.title = NA,
ColSideColors = status.colors)
legend("topright", legend = c("PD","Control"), fill = c("red", "navy"))
library(fgsea)
kegg <- gmtPathways("./c2.cp.kegg.v7.4.symbols.gmt")
reactome <- gmtPathways("./c2.cp.reactome.v7.4.symbols.gmt")
pathways <- c(kegg, reactome)
head(DE_res)
## Protein.Name logFC AveExpr t P.Value adj.P.Val
## 1 ABL1 0.016198841 2.148463 0.9153406 0.3607002121 0.59373515
## 2 ABL2 -0.007336859 3.245519 -0.7138443 0.4758423919 0.68920568
## 3 ACE2 0.007742940 2.755534 0.4798996 0.6316257721 0.79677100
## 4 ACTH 0.006590667 2.650429 0.3888161 0.6976700768 0.83479717
## 5 ADAM12 0.002574039 2.663372 0.1578207 0.8746973233 0.93334438
## 6 Adiponectin -0.091616177 3.555267 -3.8473203 0.0001440704 0.01216739
## B sig SYMBOL
## 1 -6.087681 insignificant ABL1
## 2 -6.248323 insignificant ABL2
## 3 -6.385116 insignificant ACE2
## 4 -6.423896 insignificant POMC
## 5 -6.485802 insignificant ADAM12
## 6 0.594801 significant ADIPOQ
library(dplyr)
DE_res <- DE_res %>%
filter(!is.na(SYMBOL)) %>%
group_by(SYMBOL) %>%
arrange(P.Value) %>%
filter(row_number() == 1) %>%
data.frame()
gene_list <- DE_res$t
names(gene_list) <- DE_res$SYMBOL
gene_list <- sort(gene_list, decreasing = T)
head(gene_list, 5)
## PRL C3 UBE2G2 CRP LPO
## 4.278304 3.613029 3.579063 3.476249 3.343124
options(warn=-1)
fgseaRes <- fgsea(pathways = pathways, stats = gene_list, minSize = 15,
maxSize = 500, nperm = 10000, gseaParam = 1)
fgseaRes <- fgseaRes[order(fgseaRes$pval), ]
collapsedPathways <- collapsePathways(fgseaRes = fgseaRes[padj < 0.05],
pathways = pathways, stats = gene_list)
mainPathways <- fgseaRes[pathway %in% collapsedPathways$mainPathways] # keep results of independent pathways
top_pathway <- mainPathways %>%
filter(padj < 0.05 & abs(NES) > 1) %>%
arrange(NES)
top_pathway$pathway <- factor(top_pathway$pathway, levels = top_pathway$pathway)
ggplot(top_pathway, aes(y = NES, x = pathway)) +
geom_bar(width = 0.8, position = position_dodge(width = 0.8), stat = "identity", fill = "blue") +
coord_flip() +
theme_bw() +
theme(
axis.title.y = element_blank()
)
plotEnrichment(pathway = pathways[["KEGG_CHEMOKINE_SIGNALING_PATHWAY"]], stats = gene_list) +
labs(title="KEGG_CHEMOKINE_SIGNALING_PATHWAY")
top_pathway %>%
filter(pathway=="KEGG_CHEMOKINE_SIGNALING_PATHWAY") %>%
dplyr::select(leadingEdge) %>%
unlist() %>%
unname()
## [1] "CCL22" "CCL27" "CCL5" "CSK" "RAC1" "MAPK1" "STAT1" "STAT3"
## [9] "PRKACA" "CRK" "LYN" "VAV1" "CCL18" "CCL17" "FGR" "SHC1"
## [17] "PIK3CG"
Let’s train the model using top 8 proteins + clinical variates like age + sex + disease duration
setwd('/Users/junchaoshen/UPenn BMI')
library(caret)
library(e1071)
library(precrec)
library(ROCit)
utsw = protein.log[protein.log$Site == 'UTSW',]
penn = protein.log[protein.log$Site == 'PennState',]
### Let's train the model using 4 proteins that passed the p value threshold of 0.05 on both cohorts
train_control <- trainControl(method = "repeatedcv", number = 5, repeats = 50)
model <- train(as.factor(Group) ~
Age+
ApoM+
BSP+
OMD+
NCAM.120+
IDS+
IGFBP.2+
FCN1,
method = "glm",
data = utsw,
na.action=na.omit,
family = binomial)
# Let's take a look at the final model
summary(model)
##
## Call:
## NULL
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -2.5302 0.2372 0.3796 0.6345 1.3347
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -24.71861 12.36014 -2.000 0.04551 *
## Age 0.02957 0.02906 1.017 0.30894
## ApoM -1.80507 2.10129 -0.859 0.39032
## BSP 1.94530 1.82972 1.063 0.28770
## OMD -1.10608 2.30227 -0.480 0.63092
## NCAM.120 3.75151 3.49502 1.073 0.28310
## IDS 1.11857 2.29752 0.487 0.62636
## IGFBP.2 4.52205 1.63369 2.768 0.00564 **
## FCN1 -0.90673 2.16967 -0.418 0.67601
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 128.28 on 139 degrees of freedom
## Residual deviance: 107.55 on 131 degrees of freedom
## AIC: 125.55
##
## Number of Fisher Scoring iterations: 5
# Plot ROC curve with AUC score
options(repr.plot.width=8, repr.plot.height=8)
predict_train1 <- predict(model, newdata = utsw, type= "prob")
predict_test1 <- predict(model, newdata = penn, type= "prob")
precrec_obj1 <- rocit(class = utsw$Group, score = predict_train1$PD)
precrec_obj2 <- rocit(class = penn$Group, score = predict_test1$PD)
plot(precrec_obj1,col = 'Red')
plot(precrec_obj2,col = 'Blue')
summary(precrec_obj1)
##
## Method used: empirical
## Number of positive(s): 116
## Number of negative(s): 24
## Area under curve: 0.7809
summary(precrec_obj2)
##
## Method used: empirical
## Number of positive(s): 100
## Number of negative(s): 79
## Area under curve: 0.5989
MoCA ~ Top 20 proetins quartile X Days from Baseline + Age + Sex + Disease Duration
library(sjPlot)
library(sjmisc)
library(nlme)
library(lme4)
Longitudinal = read.csv('UTSW MoCA Longitudinal Final.csv')
kable(Longitudinal[1:5,], "html") %>% kable_styling("striped") %>% scroll_box(width = "100%")
| GUID | YearstoVisit | MoCATotal | MoCA_BL | Group | SampleDate | AgeAtSample.x | DiseaseDuration | Sex | a1.Antitrypsin | a2.Antiplasmin | a2.HS.Glycoprotein | a2.Macroglobulin | ABL1 | ACE2 | ACTH | Activated.Protein.C | Activin.A | Activin.AB | ADAM.9 | ADAM12 | ADAMTS.4 | ADAMTS.5 | Adiponectin | Afamin | Aflatoxin.B1.aldehyde.reductase | Aggrecan | AIF1 | AIP | AK1A1 | Albumin | ALCAM | ALK.1 | ALT | Aminoacylase.1 | AMNLS | AMPK.a1b1g1 | AMPK.a2b2g1 | AMPM2 | amyloid.precursor.protein | AN32B | Angiogenin | Angiopoietin.1 | Angiopoietin.2 | Angiopoietin.4 | Angiostatin | Angiotensinogen | ANGL3 | ANGL4 | annexin.I | annexin.II | annexin.VI | Antithrombin.III | Apo.A.I | Apo.B | Apo.D | Apo.E | Apo.E3 | AREG | ARGI1 | ARI3A | ARMEL | ARP19 | ARSB | ART | Artemin | ARTS1 | Arylsulfatase.A | ASAH2 | ASAHL | ASGR1 | ASM3A | ATS1 | ATS13 | ATS15 | AURKB | Aurora.kinase.A | Azurocidin | b.ECGF | b.Endorphin | b.NGF | b2.Microglobulin | B7.2 | B7.H1 | B7.H2 | BAFF | BARK1 | BCAM | Bcl.2 | BCL2.like.1.protein | BCMA | BDNF | bFGF | BFL1 | BGH3 | BGN | BLC | BMP.1 | BMP.7 | BMP.RII | BMPER | BMPR1A | BMX | BNP.32 | BOC | Bone.proteoglycan.II | BPI | BSP | BSSP4 | BST1 | BTK | C1.Esterase.Inhibitor | C1r | C2 | C34.gp41.HIV.Fragment | C3d | C5 | C5a | C5b.6.Complex | C7 | C8 | C9 | Cadherin.2 | Cadherin.5 | Cadherin.E | Calcineurin | calgranulin.B | Calpain.I | Calpastatin | CAMK2A | CAMK2B | CAMK2D | CaMKK.alpha | CAPG | Carbonic.anhydrase.6 | Carbonic.anhydrase.9 | Carbonic.anhydrase.I | carbonic.anhydrase.II | Carbonic.anhydrase.III | Carbonic.Anhydrase.IV | Carbonic.anhydrase.VII | Carbonic.Anhydrase.X | Carbonic.anhydrase.XIII | Caspase.10 | Caspase.2 | Caspase.3 | Catalase | CATE | Cathepsin.A | Cathepsin.B | Cathepsin.D | Cathepsin.H | Cathepsin.S | Cathepsin.V | CATZ | CBPE | CCL28 | CD109 | CD22 | CD226 | CD23 | CD30.Ligand | CD36.ANTIGEN | CD40.ligand.soluble | CD48 | CD5L | CD70 | CD97 | CDC37 | CDK1.cyclin.B | CDK2.cyclin.A | CDK5.p35 | CDK8.cyclin.C | CDON | CFC1 | Chitotriosidase.1 | Chk2 | CHL1 | CHST6 | cIAP.2 | Ck.b.8.1 | CK.BB | CK.MB | CK.MM | CK2.A1.B | CK2.A2.B | CLC1B | CLC4K | CLF.1.CLC.Complex | CLM6 | CNDP1 | CNTF | CNTFR.alpha | CNTN2 | CO8A1 | Coagulation.Factor.IX | Coagulation.Factor.IXab | Coagulation.Factor.VII | Coagulation.Factor.X | Coagulation.Factor.XI | Cofilin.1 | Collectin.Kidney.1 | COMMD7 | complement.factor.H.related.5 | CONA1 | contactin.1 | Contactin.4 | Contactin.5 | COX.2 | CPNE1 | CRDL1 | Cripto | CRK | CRP | CRTAM | CSF.1 | CSK | CSK21 | CTACK | CTAP.III | CTGF | CTLA.4 | CXCL16.soluble | Cyclin.B1 | Cystatin.C | Cystatin.M | CYTD | CYTF | CYTN | Cytochrome.c | Cytochrome.P450.3A4 | CYTT | DAF | DAN | DAPK2 | DBNL | DC.SIGN | DcR3 | DEAD.box.protein.19B | DERM | DHH | discoidin.domain.receptor.1 | Dkk.4 | DKK1 | DKK3 | DLC8 | DLL1 | DLRB1 | DnaJ.homolog | dopa.decarboxylase | DR6 | DRAK2 | DRG.1 | DRR1 | DSC3 | Dtk | DUS3 | Dynactin.subunit.2 | ECM1 | EDA | EDAR | EF.1.beta | EG.VEGF | eIF.5 | eIF.5A.1 | Elafin | Elastase | EMAP.2 | EMR2 | Endocan | Endoglin | Endostatin | Endothelin.converting.enzyme.1 | ENPP7 | ENTP5 | Eotaxin | EP15R | EphA1 | EPHA3 | EphA5 | EPHAA | EPHB2 | EphB6 | Ephrin.A4 | Ephrin.A5 | Ephrin.B3 | EPI | Epithelial.cell.kinase | EPO.R | ER | ERBB1 | ERBB2 | ERBB3 | ERBB4 | ERK.1 | ESAM | Esterase.D | ETHE1 | FABP | FABPE | Factor.B | Factor.I | FAK1 | FAM107B | Fas.ligand.soluble | FCAR | FCG3B | FCGR1 | FCN1 | FCN2 | FCRL3 | FER | FETUB | FGF.10 | FGF.12 | FGF.16 | FGF.18 | FGF.19 | FGF.20 | FGF.4 | FGF.5 | FGF.6 | FGF.8A | FGF7 | FGFR.2 | FGFR.3 | FGFR4 | FGR | FLRT1 | Flt.3 | Flt3.ligand | FN1.4 | Fractalkine.CX3CL.1 | FSH | FST | FSTL3 | Fucosyltransferase.3 | FUT5 | FYN | G.CSF.R | GA733.1.protein | Galectin.2 | Galectin.3 | Galectin.4 | Galectin.8 | GAPDH.liver | GCKR | GCP.2 | GDF.11 | GDF.9 | GDF2 | Gelsolin | GFAP | GFRa.1 | GFRa.2 | GIB | GIIE | GITR | Glucagon | Glutamate.carboxypeptidase | Glutathione.S.transferase.Pi | Glypican.3 | GM.CSF | GNS | GOT1 | gp130.soluble | GP1BA | GPC2 | GPC5 | gpIIbIIIa | GPNMB | GPVI | Granulysin | granzyme.A | Granzyme.B | Granzyme.H | GRN | Gro.a | Gro.b.g | Growth.hormone.receptor | GSK.3.alpha.beta | GV | H6ST1 | HAI.1 | Haptoglobin.Mixed.Type | Hat1 | HCC.1 | HCC.4 | HCG | HCK | HDAC8 | HDGR2 | Hemopexin | Heparin.cofactor.II | HGF | HGFA | HINT1 | HIPK3 | Histone.H1.2 | Histone.H2A.z | HIV.2.Rev | HMG.1 | HMGR | hnRNP.A.B | hnRNP.A2.B1 | hnRNP.K | HNRPQ | HO.2 | HPG. | HPLN1 | HPV.E7.Type.16 | HRG | HSP.40 | HSP.60 | HSP.70 | HSP.90a.b | HTRA2 | HVEM | I.309 | I.TAC | ICOS | IDE | IDS | IDUA | IF4A3 | IFN.g | IFN.g.R1 | IFN.lambda.1 | IFN.lambda.2 | IgD | IgE | IGF.I | IGF.I.sR | IGF.II.receptor | IGFBP.1 | IGFBP.2 | IGFBP.3 | IGFBP.4 | IGFBP.5 | IGFBP.6 | IGFBP.7 | IgG | IgM | IL.1.R.AcP | IL.1.R4 | IL.1.sRI | IL.10 | IL.11 | IL.12.Rb1 | IL.12.RB2 | IL.13 | IL.13.Ra1 | IL.15.Ra | IL.16 | IL.17 | IL.17.RC | IL.17.RD | IL.17.sR | IL.17B | IL.17B.R | IL.17D | IL.17E | IL.17F | IL.18.BPa | IL.18.Ra | IL.19 | IL.1a | IL.1F7 | IL.1Rrp2 | IL.2 | IL.2.sRa | IL.2.sRg | IL.20 | IL.20.Ra | IL.22 | IL.22BP | IL.23 | IL.23.R | IL.27 | IL.3 | IL.3.Ra | IL.34 | IL.4 | IL.4.sR | IL.5.Ra | IL.6 | IL.6.sRa | IL.7 | IL.7.Ra | IL.8 | IL22RA1 | IL24 | ILT.2 | ILT.4 | IMB1 | IMDH1 | IMDH2 | ING1 | Insulin | Integrin.a1b1 | Integrin.aVb5 | IP.10 | IR | ITI.heavy.chain.H4 | JAG1 | JAG2 | JAK2 | JAM.B | JAM.C | JAML1 | JNK2 | K.ras | Kallikrein.11 | kallikrein.12 | kallikrein.13 | Kallikrein.4 | kallikrein.5 | Kallikrein.6 | Kallikrein.7 | kallikrein.8 | Kallistatin | Karyopherin.a2 | Keratin.18 | KI2L4 | KI3L2 | KI3S1 | KIF23 | Kininogen.HMW | KIRR3 | KLRF1 | KPCI | KPCT | KREM2 | Ku70 | KYNU | Lactoferrin | LAG.1 | LAG.3 | Lamin.B1 | Laminin | Layilin | LBP | LCK | LCMT1 | LD78.beta | LDH.H.1 | LEAP.1 | Leptin | LG3BP | LIF.sR | LIGHT | LIMP.II | LIN7B | Lipocalin.2 | LKHA4 | LRIG3 | LRP8 | LRRT1 | LRRT3 | LSAMP | Luteinizing.hormone | LY86 | LY9 | Lymphotactin | Lymphotoxin.a1.b2 | Lymphotoxin.a2.b1 | Lymphotoxin.b.R | LYN | LYNB | Lysozyme | LYVE1 | M2.PK | Macrophage.mannose.receptor | MAPK14 | MAPK2 | MAPK5 | MAPKAPK3 | MASP3 | MATK | MATN2 | MBD4 | MBL | MCP.1 | MCP.3 | MCP.4 | MDC | MDHC | MDM2 | MED.1 | MEPE | Mesothelin | Met | METAP1 | MFGM | MFRP | MIA | MICA | MICB | Midkine | MIF | MIP.1a | MIP.3a | MIP.3b | MIP.5 | MIS | MK01 | MK08 | MK11 | MK12 | MK13 | MMP.1 | MMP.10 | MMP.12 | MMP.13 | MMP.14 | MMP.2 | MMP.3 | MMP.7 | MMP.8 | MMP.9 | Mn.SOD | MO2R1 | Moesin | MP2K2 | MPIF.1 | MRC2 | MSP | Myeloperoxidase | Myoglobin | Myokinase.human | NACA | NADPH.P450.Oxidoreductase | NAGK | NANOG | NAP.2 | NCAM.120 | NCAM.L1 | NCC27 | NCK1 | NDP.kinase.B | Nectin.like.protein.2 | NET4 | Neurotrophin.3 | Neurotrophin.5 | NG36 | NID2 | Nidogen | NKG2D | NKp30 | NKp46 | NLGNX | NMT1 | Nogo.Receptor | NOTC2 | Notch.1 | NovH | NPS.PLA2 | Nr.CAM | NR1D1 | NRP1 | NRX1B | NRX3B | NSF1C | NUDC3 | NXPH1 | OCAD1 | Olfactomedin.4 | OLR1 | OMD | ON | OPG | OX2G | P.Selectin | p27Kip1 | PA2G4 | PACAP.38 | PAFAH | PAFAH.beta.subunit | PAI.1 | PAK3 | PAK7 | PAPP.A | paraoxonase.1 | PARC | PARK7 | PBEF | PCNA | PCSK7 | PCSK9 | PD.L2 | PDE11 | PDE3A | PDE5A | PDE7A | PDGF.AA | PDGF.BB | PDGF.CC | PDGF.Rb | PDK1 | PDPK1 | Periostin | PERL | Peroxiredoxin.1 | Peroxiredoxin.6 | Persephin | PESC | PF.4 | PFD5 | PGCB | PGP9.5 | PGRP.S | PH | PHI | phosphoglycerate.kinase.1 | PIGR | PIK3CA.PIK3R1 | PKB.a.b.g | PKC.A | PKC.B.II | PKC.Z | Plasmin | Plasminogen | PLCG1 | PlGF | PLK.1 | PLPP | PLXC1 | PPAC | PPase | PPID | PPIE | Prekallikrein | PRKACA | PRL | Prolactin.Receptor | prostatic.binding.protein | Protease.nexin.I | Protein.C | Protein.disulfide.isomerase | Protein.disulfide.isomerase.A3 | Proteinase.3 | PSA | PSA1 | PSA2 | PSA6 | PSD7 | PSMA | PSME1 | PSME3 | pTEN | PTH | PTHrP | PTK6 | PTN | PTP.1B | PTP.1C | PYY | Rab.GDP.dissociation.inhibitor.beta | RAC1 | RAD51 | RAN | RANTES | RAP | Rb | RBM39 | RBP | RELT | Renin | resistin | RET | RGM.C | RGMA | RGMB | ROBO2 | ROBO3 | ROR1 | RPS6KA3 | RS3 | RS7 | RSK.like.protein.kinase | RSPO2 | RUXF | SAA | SAP | SARP.2 | SBDS | sCD163 | sCD4 | SCF.sR | SCGF.alpha | SCGF.beta | SDF.1 | sE.Selectin | SE6L2 | Secretin | Semaphorin.3A | Semaphorin.3E | Semaphorin.6A | SEPR | sFRP.3 | SGTA | SH21A | SHBG | SHC1 | SHP.2 | Sialoadhesin | sICAM.1 | sICAM.2 | sICAM.5 | SIG14 | Siglec.3 | Siglec.6 | Siglec.7 | Siglec.9 | SKP1 | sL.Selectin | SLAF6 | SLAF7 | sLeptin.R | SLIK5 | SLPI | SNAA | SOD | Somatostatin.28 | Sonic.Hedgehog | SORC2 | Sorting.nexin.4 | SP.D | SPARCL1 | Sphingosine.kinase.1 | SPHK2 | SPINT2 | Spondin.1 | SPTA2 | sRAGE | sRANKL | SRCN1 | SREC.I | SREC.II | SSRP1 | ST4S6 | Stanniocalcin.1 | sTie.1 | sTie.2 | STRATIFIN | Stress.induced.phosphoprotein.1 | STX1a | suPAR | TAFI | TAJ | TAK1.TAB1 | TARC | tau | TBK1 | TBP | TCCR | TCPTP | TCTP | TEC | TECK | Tenascin | Testican.1 | Testican.2 | TF | TFF3 | TFPI | TGF.b.R.II | TGF.b.R.III | TGF.b1 | TGF.b2 | Thrombin | Thrombopoietin.Receptor | Thrombospondin.1 | Thymidine.kinase | Thyroglobulin | Thyroxine.Binding.Globulin | TIG2 | TIMD3 | TIMP.1 | TIMP.2 | TIMP.3 | TLR4.MD.2.complex | TNF.a | TNF.b | TNF.sR.I | TNF.sR.II | TNFSF15 | TNFSF18 | Topoisomerase.I | tPA | TPSB2 | TPSG1 | TRAIL.R4 | transcription.factor.MLR1.isoform.CRA_b | Transketolase | TrATPase | Triosephosphate.isomerase | TrkA | TrkB | TrkC | Tropomyosin.1.alpha.chain | Tropomyosin.2 | TRY3 | Trypsin | Trypsin.2 | TS | TSG.6 | TSH | TSLP | TSLP.R | TSP2 | TSP4 | TWEAK | TWEAKR | TXD12 | UB2L3 | UBC9 | UBE2N | Ubiquitin.1 | UFC1 | UFM1 | ULBP.1 | ULBP.2 | ULBP.3 | UNC5H3 | UNC5H4 | uPA | URB | Vasoactive.Intestinal.Peptide | VCAM.1 | VEGF | VEGF.C | VEGF.sR2 | VEGF.sR3 | VEGF121 | WFKN2 | WIF.1 | WNT7A | X14.3.3 | X3HIDH | X4.1BB | X4.1BB.ligand | X41 | X4EBP2 | X6.Phosphogluconate.dehydrogenase | X6Ckine | XEDAR | XPNPEP1 | XTP3A | YES | ZAP70 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PDAG965NUZ | 0 | 28 | 28 | PD | BL | 76.3 | 2 | Male | 3.107447 | 3.244623 | 3.257871 | 4.028018 | 2.138934 | 2.742804 | 2.661245 | 2.950121 | 3.539176 | 2.906281 | 4.115384 | 2.646991 | 2.233250 | 2.700098 | 3.743322 | 4.421191 | 3.873605 | 2.672929 | 3.522679 | 4.153757 | 3.689611 | 4.275760 | 4.250271 | 3.128238 | 3.580914 | 3.564678 | 2.226342 | 2.632255 | 4.088699 | 4.642884 | 4.448134 | 2.253822 | 3.461529 | 2.964495 | 2.074085 | 2.870930 | 4.301919 | 3.745403 | 2.615108 | 3.627642 | 3.959194 | 3.742851 | 4.175460 | 5.124240 | 4.220587 | 4.083058 | 3.691285 | 4.619448 | 5.412079 | 3.626422 | 3.360139 | 2.933588 | 3.555421 | 3.542850 | 2.934195 | 3.206502 | 2.708166 | 4.939658 | 3.170643 | 3.484043 | 3.974314 | 3.084719 | 3.624138 | 2.60206 | 3.441915 | 2.586362 | 2.872448 | 3.057324 | 2.489255 | 2.270912 | 2.908163 | 2.754195 | 3.232183 | 3.022799 | 3.010427 | 3.269746 | 3.134528 | 4.079601 | 3.255851 | 3.198272 | 3.297848 | 3.995745 | 3.174060 | 3.195401 | 3.056600 | 4.623084 | 3.385124 | 3.361369 | 3.473735 | 2.960756 | 2.703635 | 2.709015 | 2.962653 | 2.506505 | 2.776483 | 3.097708 | 3.595210 | 2.890141 | 3.563113 | 3.281056 | 4.029591 | 4.281095 | 4.118003 | 3.558589 | 3.430945 | 2.903036 | 3.907589 | 3.915131 | 3.848528 | 2.693903 | 3.264676 | 3.514335 | 4.914363 | 3.243137 | 4.045745 | 4.823241 | 3.417887 | 3.587442 | 4.796785 | 3.634437 | 3.317938 | 3.718377 | 4.231419 | 2.724849 | 2.946550 | 3.673638 | 3.059488 | 4.121750 | 2.375846 | 3.243137 | 3.294643 | 2.503382 | 2.814580 | 3.79563 | 3.612487 | 2.570076 | 4.334844 | 4.213696 | 2.625827 | 4.065587 | 3.290168 | 3.022305 | 3.055531 | 3.029871 | 3.107549 | 3.760762 | 3.221284 | 3.736898 | 3.698796 | 2.980594 | 2.954532 | 3.275219 | 3.305201 | 3.970147 | 3.143702 | 2.848559 | 3.452078 | 2.451172 | 3.262024 | 2.817235 | 2.882354 | 3.008600 | 3.105783 | 3.326929 | 3.775982 | 3.543820 | 3.438874 | 2.583085 | 4.175526 | 2.429914 | 2.374748 | 4.729247 | 2.851503 | 2.529302 | 2.722058 | 4.154512 | 2.758230 | 4.483590 | 2.257439 | 2.678973 | 3.642880 | 3.915088 | 2.342225 | 3.919225 | 3.077876 | 2.741309 | 3.795943 | 3.643008 | 2.541579 | 3.347642 | 3.192874 | 4.099570 | 3.873838 | 3.617231 | 3.161518 | 2.849296 | 2.508395 | 3.656778 | 2.825880 | 2.736556 | 3.560301 | 3.611936 | 3.332560 | 4.030158 | 4.300532 | 3.121396 | 3.085825 | 4.212105 | 2.879726 | 3.132804 | 4.715550 | 3.304857 | 2.067071 | 4.070396 | 2.972203 | 3.388918 | 4.088459 | 3.98200 | 2.915347 | 3.118430 | 3.399154 | 4.393017 | 4.275675 | 4.205226 | 2.992554 | 3.677698 | 3.632822 | 3.391641 | 2.757548 | 3.840495 | 3.575257 | 2.906119 | 2.570309 | 3.933184 | 4.589664 | 3.890583 | 3.209327 | 3.344196 | 3.526494 | 2.878292 | 2.503109 | 3.874296 | 3.641920 | 4.794521 | 2.485580 | 2.533263 | 2.742175 | 3.591309 | 3.128076 | 4.384705 | 3.173536 | 3.297323 | 2.838093 | 2.236033 | 3.128722 | 4.67242 | 3.934685 | 2.723045 | 3.574610 | 2.824841 | 3.161996 | 3.152625 | 4.710611 | 4.287889 | 3.681440 | 3.603437 | 3.994344 | 2.960614 | 3.603772 | 2.139564 | 2.899054 | 2.590396 | 4.268814 | 3.231699 | 3.221649 | 3.472522 | 2.966470 | 2.992421 | 3.453853 | 2.582631 | 2.888685 | 4.396806 | 2.635484 | 2.474944 | 2.221153 | 4.609417 | 3.679210 | 3.583754 | 3.510277 | 4.077793 | 2.949000 | 4.397676 | 4.627936 | 2.502017 | 3.392873 | 2.689930 | 2.351603 | 3.123198 | 2.451326 | 3.361388 | 3.047002 | 2.564074 | 3.894720 | 3.662890 | 2.368844 | 2.325516 | 3.541217 | 2.431203 | 3.706590 | 2.574263 | 2.418135 | 2.668759 | 2.649627 | 3.505069 | 3.338934 | 2.386677 | 2.959089 | 3.075182 | 3.855876 | 3.056905 | 3.699933 | 2.663889 | 4.925982 | 3.453318 | 2.885191 | 2.934549 | 3.793595 | 2.772395 | 4.081693 | 4.406629 | 2.978409 | 2.675870 | 2.701309 | 4.290909 | 2.830653 | 2.718419 | 5.083698 | 2.678791 | 3.071514 | 3.814261 | 2.773055 | 3.428588 | 3.023746 | 3.545851 | 2.977815 | 3.710033 | 2.856910 | 2.491782 | 2.876622 | 3.649646 | 3.346196 | 3.773574 | 3.023664 | 2.470410 | 3.444154 | 3.477541 | 3.816778 | 3.245044 | 2.201397 | 2.867055 | 3.247065 | 3.704005 | 4.217894 | 3.143296 | 3.342778 | 2.312600 | 2.380392 | 4.374937 | 3.937513 | 3.030883 | 2.851992 | 4.375397 | 2.540329 | 3.370402 | 3.881738 | 4.565699 | 2.569959 | 3.806899 | 4.36128 | 2.773347 | 2.812646 | 3.376194 | 2.854670 | 2.997561 | 3.564595 | 3.083789 | 3.237066 | 3.211334 | 2.744449 | 2.906065 | 3.177623 | 2.233504 | 3.738820 | 2.557507 | 3.239049 | 3.529777 | 2.465234 | 3.451955 | 2.641871 | 3.167258 | 3.078964 | 2.549861 | 3.636829 | 3.118628 | 4.505401 | 3.829561 | 4.033649 | 3.882229 | 2.853211 | 3.448258 | 3.424081 | 2.839227 | 3.336260 | 3.607434 | 3.117636 | 2.732796 | 2.893373 | 2.672652 | 2.580012 | 2.170555 | 3.232055 | 3.631068 | 3.039850 | 3.896692 | 4.454177 | 2.852541 | 3.045010 | 3.228092 | 3.727777 | 3.337240 | 2.853881 | 4.711061 | 5.352353 | 3.533861 | 4.440429 | 3.965051 | 3.999939 | 2.267875 | 2.468347 | 2.704150 | 3.197556 | 2.891760 | 3.487379 | 2.903578 | 2.513750 | 2.566909 | 2.999696 | 2.731508 | 3.003504 | 2.214844 | 3.113709 | 2.331022 | 2.995855 | 2.808751 | 3.966381 | 3.979303 | 3.725912 | 2.838723 | 3.315508 | 2.820464 | 2.953566 | 3.017576 | 3.650366 | 2.605305 | 2.445604 | 2.926805 | 3.200905 | 2.896692 | 3.721093 | 2.849726 | 3.541417 | 3.164739 | 2.833275 | 2.776120 | 2.339253 | 3.116143 | 2.819873 | 4.210891 | 2.381657 | 2.462997 | 2.885305 | 2.948560 | 2.468495 | 3.612953 | 3.911216 | 4.084337 | 3.414372 | 3.528981 | 4.500316 | 2.168203 | 3.329967 | 3.025347 | 3.140697 | 3.910090 | 4.658601 | 2.781396 | 2.615108 | 5.068082 | 3.934655 | 3.799458 | 2.753813 | 3.018451 | 3.046807 | 3.029546 | 3.649783 | 3.153479 | 2.472171 | 2.259594 | 3.360385 | 3.086609 | 3.452752 | 4.629357 | 2.488410 | 3.028978 | 3.068557 | 2.477121 | 2.633064 | 3.066624 | 4.264485 | 2.494294 | 2.543820 | 3.606714 | 3.923441 | 3.595198 | 2.406029 | 2.869114 | 4.643145 | 2.630835 | 3.718294 | 2.920489 | 3.460372 | 3.194098 | 4.967117 | 2.549861 | 3.258374 | 3.179121 | 3.165778 | 4.244161 | 3.552729 | 2.874598 | 3.666031 | 2.863680 | 2.791059 | 2.645815 | 4.361326 | 3.019116 | 3.752148 | 3.345805 | 2.066326 | 2.281261 | 3.224533 | 2.928293 | 3.732185 | 3.317478 | 2.557146 | 1.995635 | 3.265549 | 3.749651 | 4.282157 | 4.935629 | 5.021235 | 2.566438 | 4.801784 | 4.146723 | 3.539841 | 4.127254 | 2.803457 | 3.309098 | 3.707229 | 2.555094 | 4.022989 | 2.687796 | 4.29389 | 2.918764 | 2.834166 | 2.620448 | 3.121691 | 4.432912 | 2.443420 | 4.851275 | 2.360783 | 2.597805 | 3.971749 | 3.863579 | 2.869642 | 3.313783 | 3.447778 | 2.437275 | 2.900531 | 4.314379 | 3.215558 | 2.870872 | 2.159266 | 2.508530 | 3.690223 | 4.030515 | 4.141152 | 3.265855 | 2.915189 | 3.145103 | 2.689398 | 2.913867 | 2.838786 | 3.217905 | 2.750200 | 3.034548 | 3.923487 | 2.656577 | 3.255972 | 3.091561 | 3.926224 | 4.732555 | 2.957703 | 3.326356 | 3.081347 | 3.364101 | 3.543484 | 3.609007 | 4.292916 | 3.090681 | 4.471723 | 3.938970 | 3.476846 | 3.040919 | 2.267406 | 4.260586 | 4.178102 | 2.692671 | 4.007261 | 3.050534 | 4.534979 | 3.371326 | 2.926342 | 2.516800 | 2.335859 | 2.854670 | 3.563576 | 3.863828 | 2.690196 | 2.702775 | 3.354780 | 2.971879 | 3.706163 | 3.096319 | 3.020693 | 4.341318 | 2.835183 | 3.490647 | 4.216324 | 2.740442 | 3.492956 | 2.930440 | 3.042575 | 2.957703 | 2.703205 | 4.006235 | 3.023335 | 2.207095 | 3.216562 | 3.847881 | 4.581079 | 4.156458 | 3.383690 | 4.486317 | 2.845408 | 3.431942 | 2.322219 | 2.954484 | 3.867243 | 3.255128 | 3.036868 | 2.896747 | 4.299568 | 2.305566 | 3.753721 | 2.915347 | 2.709440 | 2.285332 | 3.241073 | 2.800373 | 3.528698 | 3.61515 | 3.175367 | 4.428803 | 2.617839 | 4.478188 | 4.836065 | 2.609167 | 3.896162 | 3.333830 | 3.498352 | 3.829715 | 2.960281 | 3.456897 | 2.601625 | 2.455606 | 2.332236 | 4.941254 | 2.604442 | 3.291702 | 3.340801 | 2.660486 | 3.446413 | 4.434666 | 3.699031 | 3.478249 | 2.971832 | 3.939350 | 4.862610 | 4.180613 | 2.959375 | 2.893484 | 3.631677 | 2.711976 | 2.495128 | 2.275772 | 3.729149 | 2.871047 | 4.028592 | 4.547978 | 4.439475 | 3.263731 | 4.357849 | 3.446428 | 3.243237 | 3.098921 | 3.909283 | 3.313825 | 2.938920 | 2.364739 | 3.768771 | 3.672670 | 3.550937 | 2.781325 | 2.825361 | 3.077077 | 2.562412 | 2.718834 | 3.136847 | 2.444201 | 2.856064 | 3.364082 | 2.996293 | 2.406370 | 3.183555 | 3.579521 | 4.006907 | 3.479446 | 4.382887 | 4.694308 | 3.371234 | 3.966085 | 4.760098 | 2.950949 | 3.374455 | 2.572988 | 2.508530 | 3.374638 | 2.927114 | 3.177883 | 2.883661 | 3.041116 | 4.401597 | 3.341949 | 3.564346 | 2.571010 | 2.880356 | 3.327604 | 2.982723 | 3.000434 | 2.453624 | 2.583539 | 3.440106 | 2.870989 | 4.565019 | 3.61272 | 4.436455 | 3.486175 | 2.564429 | 4.221589 | 3.647324 | 3.271818 | 3.708191 | 4.132804 | 3.542912 | 2.294466 | 3.258182 | 3.567626 | 4.013650 | 2.807332 | 3.447173 | 3.755112 | 3.592521 | 3.710211 | 4.356315 | 4.08508 | 2.006038 | 3.581802 | 3.155761 | 3.114044 | 4.311050 | 3.570263 | 2.264582 | 3.052078 | 4.149933 | 3.746595 | 3.748328 | 2.649919 | 3.558457 | 3.575142 | 3.477367 | 4.451323 | 4.096382 | 3.100164 | 3.193903 | 3.141983 | 2.622214 | 4.285746 | 3.768231 | 4.096128 | 4.361992 | 2.769451 | 3.264534 | 3.359399 | 2.276462 | 2.829239 | 3.405039 | 5.008653 | 3.960066 | 2.453930 | 2.656481 | 3.689531 | 3.287555 | 3.892968 | 3.244005 | 2.867114 | 4.102348 | 2.533772 | 4.047041 | 4.155278 | 2.879096 | 3.642583 | 3.186391 | 2.259116 | 2.685383 | 2.728516 | 3.131234 | 2.546049 | 4.282808 | 3.951774 | 3.126586 | 4.229869 | 3.505991 | 2.955976 | 3.206313 | 4.026835 | 4.588745 | 2.911104 | 4.457743 | 3.289767 | 2.402433 | 3.166223 | 2.386142 | 3.814946 | 2.745933 | 2.608312 | 4.574163 | 3.319730 | 3.920217 | 1.845718 | 2.603469 | 3.134273 | 3.597179 | 2.712060 | 2.644340 | 3.058236 | 4.024986 | 2.945222 | 2.809492 | 2.706376 | 2.752509 | 3.362162 | 2.278982 | 2.984797 | 2.362105 | 4.785282 | 3.907320 | 4.085879 | 3.525524 | 3.004665 | 3.766903 | 2.988826 | 3.289745 | 2.660391 | 3.634518 | 3.290747 | 2.560385 | 3.185174 | 2.760272 | 2.626853 | 3.180986 | 4.143517 | 2.492481 | 2.872972 | 2.259594 | 3.327829 | 3.345942 | 3.499701 | 3.937262 | 3.516628 | 4.422197 | 3.906965 | 2.644143 | 2.689753 | 2.972249 | 3.574714 | 3.759358 | 3.290880 | 3.424784 | 2.592399 | 3.988791 | 4.077829 | 3.205204 | 3.746385 | 3.814161 | 2.827821 | 3.857405 | 3.438067 | 2.439491 | 3.888045 | 2.782974 | 2.494294 | 2.544192 | 3.908790 | 2.459242 | 4.356254 | 4.330959 | 2.89867 | 3.882308 | 4.046171 | 3.117039 | 4.069383 |
| PDAG965NUZ | 1 | 27 | 28 | PD | BL | 76.3 | 2 | Male | 3.107447 | 3.244623 | 3.257871 | 4.028018 | 2.138934 | 2.742804 | 2.661245 | 2.950121 | 3.539176 | 2.906281 | 4.115384 | 2.646991 | 2.233250 | 2.700098 | 3.743322 | 4.421191 | 3.873605 | 2.672929 | 3.522679 | 4.153757 | 3.689611 | 4.275760 | 4.250271 | 3.128238 | 3.580914 | 3.564678 | 2.226342 | 2.632255 | 4.088699 | 4.642884 | 4.448134 | 2.253822 | 3.461529 | 2.964495 | 2.074085 | 2.870930 | 4.301919 | 3.745403 | 2.615108 | 3.627642 | 3.959194 | 3.742851 | 4.175460 | 5.124240 | 4.220587 | 4.083058 | 3.691285 | 4.619448 | 5.412079 | 3.626422 | 3.360139 | 2.933588 | 3.555421 | 3.542850 | 2.934195 | 3.206502 | 2.708166 | 4.939658 | 3.170643 | 3.484043 | 3.974314 | 3.084719 | 3.624138 | 2.60206 | 3.441915 | 2.586362 | 2.872448 | 3.057324 | 2.489255 | 2.270912 | 2.908163 | 2.754195 | 3.232183 | 3.022799 | 3.010427 | 3.269746 | 3.134528 | 4.079601 | 3.255851 | 3.198272 | 3.297848 | 3.995745 | 3.174060 | 3.195401 | 3.056600 | 4.623084 | 3.385124 | 3.361369 | 3.473735 | 2.960756 | 2.703635 | 2.709015 | 2.962653 | 2.506505 | 2.776483 | 3.097708 | 3.595210 | 2.890141 | 3.563113 | 3.281056 | 4.029591 | 4.281095 | 4.118003 | 3.558589 | 3.430945 | 2.903036 | 3.907589 | 3.915131 | 3.848528 | 2.693903 | 3.264676 | 3.514335 | 4.914363 | 3.243137 | 4.045745 | 4.823241 | 3.417887 | 3.587442 | 4.796785 | 3.634437 | 3.317938 | 3.718377 | 4.231419 | 2.724849 | 2.946550 | 3.673638 | 3.059488 | 4.121750 | 2.375846 | 3.243137 | 3.294643 | 2.503382 | 2.814580 | 3.79563 | 3.612487 | 2.570076 | 4.334844 | 4.213696 | 2.625827 | 4.065587 | 3.290168 | 3.022305 | 3.055531 | 3.029871 | 3.107549 | 3.760762 | 3.221284 | 3.736898 | 3.698796 | 2.980594 | 2.954532 | 3.275219 | 3.305201 | 3.970147 | 3.143702 | 2.848559 | 3.452078 | 2.451172 | 3.262024 | 2.817235 | 2.882354 | 3.008600 | 3.105783 | 3.326929 | 3.775982 | 3.543820 | 3.438874 | 2.583085 | 4.175526 | 2.429914 | 2.374748 | 4.729247 | 2.851503 | 2.529302 | 2.722058 | 4.154512 | 2.758230 | 4.483590 | 2.257439 | 2.678973 | 3.642880 | 3.915088 | 2.342225 | 3.919225 | 3.077876 | 2.741309 | 3.795943 | 3.643008 | 2.541579 | 3.347642 | 3.192874 | 4.099570 | 3.873838 | 3.617231 | 3.161518 | 2.849296 | 2.508395 | 3.656778 | 2.825880 | 2.736556 | 3.560301 | 3.611936 | 3.332560 | 4.030158 | 4.300532 | 3.121396 | 3.085825 | 4.212105 | 2.879726 | 3.132804 | 4.715550 | 3.304857 | 2.067071 | 4.070396 | 2.972203 | 3.388918 | 4.088459 | 3.98200 | 2.915347 | 3.118430 | 3.399154 | 4.393017 | 4.275675 | 4.205226 | 2.992554 | 3.677698 | 3.632822 | 3.391641 | 2.757548 | 3.840495 | 3.575257 | 2.906119 | 2.570309 | 3.933184 | 4.589664 | 3.890583 | 3.209327 | 3.344196 | 3.526494 | 2.878292 | 2.503109 | 3.874296 | 3.641920 | 4.794521 | 2.485580 | 2.533263 | 2.742175 | 3.591309 | 3.128076 | 4.384705 | 3.173536 | 3.297323 | 2.838093 | 2.236033 | 3.128722 | 4.67242 | 3.934685 | 2.723045 | 3.574610 | 2.824841 | 3.161996 | 3.152625 | 4.710611 | 4.287889 | 3.681440 | 3.603437 | 3.994344 | 2.960614 | 3.603772 | 2.139564 | 2.899054 | 2.590396 | 4.268814 | 3.231699 | 3.221649 | 3.472522 | 2.966470 | 2.992421 | 3.453853 | 2.582631 | 2.888685 | 4.396806 | 2.635484 | 2.474944 | 2.221153 | 4.609417 | 3.679210 | 3.583754 | 3.510277 | 4.077793 | 2.949000 | 4.397676 | 4.627936 | 2.502017 | 3.392873 | 2.689930 | 2.351603 | 3.123198 | 2.451326 | 3.361388 | 3.047002 | 2.564074 | 3.894720 | 3.662890 | 2.368844 | 2.325516 | 3.541217 | 2.431203 | 3.706590 | 2.574263 | 2.418135 | 2.668759 | 2.649627 | 3.505069 | 3.338934 | 2.386677 | 2.959089 | 3.075182 | 3.855876 | 3.056905 | 3.699933 | 2.663889 | 4.925982 | 3.453318 | 2.885191 | 2.934549 | 3.793595 | 2.772395 | 4.081693 | 4.406629 | 2.978409 | 2.675870 | 2.701309 | 4.290909 | 2.830653 | 2.718419 | 5.083698 | 2.678791 | 3.071514 | 3.814261 | 2.773055 | 3.428588 | 3.023746 | 3.545851 | 2.977815 | 3.710033 | 2.856910 | 2.491782 | 2.876622 | 3.649646 | 3.346196 | 3.773574 | 3.023664 | 2.470410 | 3.444154 | 3.477541 | 3.816778 | 3.245044 | 2.201397 | 2.867055 | 3.247065 | 3.704005 | 4.217894 | 3.143296 | 3.342778 | 2.312600 | 2.380392 | 4.374937 | 3.937513 | 3.030883 | 2.851992 | 4.375397 | 2.540329 | 3.370402 | 3.881738 | 4.565699 | 2.569959 | 3.806899 | 4.36128 | 2.773347 | 2.812646 | 3.376194 | 2.854670 | 2.997561 | 3.564595 | 3.083789 | 3.237066 | 3.211334 | 2.744449 | 2.906065 | 3.177623 | 2.233504 | 3.738820 | 2.557507 | 3.239049 | 3.529777 | 2.465234 | 3.451955 | 2.641871 | 3.167258 | 3.078964 | 2.549861 | 3.636829 | 3.118628 | 4.505401 | 3.829561 | 4.033649 | 3.882229 | 2.853211 | 3.448258 | 3.424081 | 2.839227 | 3.336260 | 3.607434 | 3.117636 | 2.732796 | 2.893373 | 2.672652 | 2.580012 | 2.170555 | 3.232055 | 3.631068 | 3.039850 | 3.896692 | 4.454177 | 2.852541 | 3.045010 | 3.228092 | 3.727777 | 3.337240 | 2.853881 | 4.711061 | 5.352353 | 3.533861 | 4.440429 | 3.965051 | 3.999939 | 2.267875 | 2.468347 | 2.704150 | 3.197556 | 2.891760 | 3.487379 | 2.903578 | 2.513750 | 2.566909 | 2.999696 | 2.731508 | 3.003504 | 2.214844 | 3.113709 | 2.331022 | 2.995855 | 2.808751 | 3.966381 | 3.979303 | 3.725912 | 2.838723 | 3.315508 | 2.820464 | 2.953566 | 3.017576 | 3.650366 | 2.605305 | 2.445604 | 2.926805 | 3.200905 | 2.896692 | 3.721093 | 2.849726 | 3.541417 | 3.164739 | 2.833275 | 2.776120 | 2.339253 | 3.116143 | 2.819873 | 4.210891 | 2.381657 | 2.462997 | 2.885305 | 2.948560 | 2.468495 | 3.612953 | 3.911216 | 4.084337 | 3.414372 | 3.528981 | 4.500316 | 2.168203 | 3.329967 | 3.025347 | 3.140697 | 3.910090 | 4.658601 | 2.781396 | 2.615108 | 5.068082 | 3.934655 | 3.799458 | 2.753813 | 3.018451 | 3.046807 | 3.029546 | 3.649783 | 3.153479 | 2.472171 | 2.259594 | 3.360385 | 3.086609 | 3.452752 | 4.629357 | 2.488410 | 3.028978 | 3.068557 | 2.477121 | 2.633064 | 3.066624 | 4.264485 | 2.494294 | 2.543820 | 3.606714 | 3.923441 | 3.595198 | 2.406029 | 2.869114 | 4.643145 | 2.630835 | 3.718294 | 2.920489 | 3.460372 | 3.194098 | 4.967117 | 2.549861 | 3.258374 | 3.179121 | 3.165778 | 4.244161 | 3.552729 | 2.874598 | 3.666031 | 2.863680 | 2.791059 | 2.645815 | 4.361326 | 3.019116 | 3.752148 | 3.345805 | 2.066326 | 2.281261 | 3.224533 | 2.928293 | 3.732185 | 3.317478 | 2.557146 | 1.995635 | 3.265549 | 3.749651 | 4.282157 | 4.935629 | 5.021235 | 2.566438 | 4.801784 | 4.146723 | 3.539841 | 4.127254 | 2.803457 | 3.309098 | 3.707229 | 2.555094 | 4.022989 | 2.687796 | 4.29389 | 2.918764 | 2.834166 | 2.620448 | 3.121691 | 4.432912 | 2.443420 | 4.851275 | 2.360783 | 2.597805 | 3.971749 | 3.863579 | 2.869642 | 3.313783 | 3.447778 | 2.437275 | 2.900531 | 4.314379 | 3.215558 | 2.870872 | 2.159266 | 2.508530 | 3.690223 | 4.030515 | 4.141152 | 3.265855 | 2.915189 | 3.145103 | 2.689398 | 2.913867 | 2.838786 | 3.217905 | 2.750200 | 3.034548 | 3.923487 | 2.656577 | 3.255972 | 3.091561 | 3.926224 | 4.732555 | 2.957703 | 3.326356 | 3.081347 | 3.364101 | 3.543484 | 3.609007 | 4.292916 | 3.090681 | 4.471723 | 3.938970 | 3.476846 | 3.040919 | 2.267406 | 4.260586 | 4.178102 | 2.692671 | 4.007261 | 3.050534 | 4.534979 | 3.371326 | 2.926342 | 2.516800 | 2.335859 | 2.854670 | 3.563576 | 3.863828 | 2.690196 | 2.702775 | 3.354780 | 2.971879 | 3.706163 | 3.096319 | 3.020693 | 4.341318 | 2.835183 | 3.490647 | 4.216324 | 2.740442 | 3.492956 | 2.930440 | 3.042575 | 2.957703 | 2.703205 | 4.006235 | 3.023335 | 2.207095 | 3.216562 | 3.847881 | 4.581079 | 4.156458 | 3.383690 | 4.486317 | 2.845408 | 3.431942 | 2.322219 | 2.954484 | 3.867243 | 3.255128 | 3.036868 | 2.896747 | 4.299568 | 2.305566 | 3.753721 | 2.915347 | 2.709440 | 2.285332 | 3.241073 | 2.800373 | 3.528698 | 3.61515 | 3.175367 | 4.428803 | 2.617839 | 4.478188 | 4.836065 | 2.609167 | 3.896162 | 3.333830 | 3.498352 | 3.829715 | 2.960281 | 3.456897 | 2.601625 | 2.455606 | 2.332236 | 4.941254 | 2.604442 | 3.291702 | 3.340801 | 2.660486 | 3.446413 | 4.434666 | 3.699031 | 3.478249 | 2.971832 | 3.939350 | 4.862610 | 4.180613 | 2.959375 | 2.893484 | 3.631677 | 2.711976 | 2.495128 | 2.275772 | 3.729149 | 2.871047 | 4.028592 | 4.547978 | 4.439475 | 3.263731 | 4.357849 | 3.446428 | 3.243237 | 3.098921 | 3.909283 | 3.313825 | 2.938920 | 2.364739 | 3.768771 | 3.672670 | 3.550937 | 2.781325 | 2.825361 | 3.077077 | 2.562412 | 2.718834 | 3.136847 | 2.444201 | 2.856064 | 3.364082 | 2.996293 | 2.406370 | 3.183555 | 3.579521 | 4.006907 | 3.479446 | 4.382887 | 4.694308 | 3.371234 | 3.966085 | 4.760098 | 2.950949 | 3.374455 | 2.572988 | 2.508530 | 3.374638 | 2.927114 | 3.177883 | 2.883661 | 3.041116 | 4.401597 | 3.341949 | 3.564346 | 2.571010 | 2.880356 | 3.327604 | 2.982723 | 3.000434 | 2.453624 | 2.583539 | 3.440106 | 2.870989 | 4.565019 | 3.61272 | 4.436455 | 3.486175 | 2.564429 | 4.221589 | 3.647324 | 3.271818 | 3.708191 | 4.132804 | 3.542912 | 2.294466 | 3.258182 | 3.567626 | 4.013650 | 2.807332 | 3.447173 | 3.755112 | 3.592521 | 3.710211 | 4.356315 | 4.08508 | 2.006038 | 3.581802 | 3.155761 | 3.114044 | 4.311050 | 3.570263 | 2.264582 | 3.052078 | 4.149933 | 3.746595 | 3.748328 | 2.649919 | 3.558457 | 3.575142 | 3.477367 | 4.451323 | 4.096382 | 3.100164 | 3.193903 | 3.141983 | 2.622214 | 4.285746 | 3.768231 | 4.096128 | 4.361992 | 2.769451 | 3.264534 | 3.359399 | 2.276462 | 2.829239 | 3.405039 | 5.008653 | 3.960066 | 2.453930 | 2.656481 | 3.689531 | 3.287555 | 3.892968 | 3.244005 | 2.867114 | 4.102348 | 2.533772 | 4.047041 | 4.155278 | 2.879096 | 3.642583 | 3.186391 | 2.259116 | 2.685383 | 2.728516 | 3.131234 | 2.546049 | 4.282808 | 3.951774 | 3.126586 | 4.229869 | 3.505991 | 2.955976 | 3.206313 | 4.026835 | 4.588745 | 2.911104 | 4.457743 | 3.289767 | 2.402433 | 3.166223 | 2.386142 | 3.814946 | 2.745933 | 2.608312 | 4.574163 | 3.319730 | 3.920217 | 1.845718 | 2.603469 | 3.134273 | 3.597179 | 2.712060 | 2.644340 | 3.058236 | 4.024986 | 2.945222 | 2.809492 | 2.706376 | 2.752509 | 3.362162 | 2.278982 | 2.984797 | 2.362105 | 4.785282 | 3.907320 | 4.085879 | 3.525524 | 3.004665 | 3.766903 | 2.988826 | 3.289745 | 2.660391 | 3.634518 | 3.290747 | 2.560385 | 3.185174 | 2.760272 | 2.626853 | 3.180986 | 4.143517 | 2.492481 | 2.872972 | 2.259594 | 3.327829 | 3.345942 | 3.499701 | 3.937262 | 3.516628 | 4.422197 | 3.906965 | 2.644143 | 2.689753 | 2.972249 | 3.574714 | 3.759358 | 3.290880 | 3.424784 | 2.592399 | 3.988791 | 4.077829 | 3.205204 | 3.746385 | 3.814161 | 2.827821 | 3.857405 | 3.438067 | 2.439491 | 3.888045 | 2.782974 | 2.494294 | 2.544192 | 3.908790 | 2.459242 | 4.356254 | 4.330959 | 2.89867 | 3.882308 | 4.046171 | 3.117039 | 4.069383 |
| PDAG965NUZ | 2 | 25 | 28 | PD | BL | 76.3 | 2 | Male | 3.107447 | 3.244623 | 3.257871 | 4.028018 | 2.138934 | 2.742804 | 2.661245 | 2.950121 | 3.539176 | 2.906281 | 4.115384 | 2.646991 | 2.233250 | 2.700098 | 3.743322 | 4.421191 | 3.873605 | 2.672929 | 3.522679 | 4.153757 | 3.689611 | 4.275760 | 4.250271 | 3.128238 | 3.580914 | 3.564678 | 2.226342 | 2.632255 | 4.088699 | 4.642884 | 4.448134 | 2.253822 | 3.461529 | 2.964495 | 2.074085 | 2.870930 | 4.301919 | 3.745403 | 2.615108 | 3.627642 | 3.959194 | 3.742851 | 4.175460 | 5.124240 | 4.220587 | 4.083058 | 3.691285 | 4.619448 | 5.412079 | 3.626422 | 3.360139 | 2.933588 | 3.555421 | 3.542850 | 2.934195 | 3.206502 | 2.708166 | 4.939658 | 3.170643 | 3.484043 | 3.974314 | 3.084719 | 3.624138 | 2.60206 | 3.441915 | 2.586362 | 2.872448 | 3.057324 | 2.489255 | 2.270912 | 2.908163 | 2.754195 | 3.232183 | 3.022799 | 3.010427 | 3.269746 | 3.134528 | 4.079601 | 3.255851 | 3.198272 | 3.297848 | 3.995745 | 3.174060 | 3.195401 | 3.056600 | 4.623084 | 3.385124 | 3.361369 | 3.473735 | 2.960756 | 2.703635 | 2.709015 | 2.962653 | 2.506505 | 2.776483 | 3.097708 | 3.595210 | 2.890141 | 3.563113 | 3.281056 | 4.029591 | 4.281095 | 4.118003 | 3.558589 | 3.430945 | 2.903036 | 3.907589 | 3.915131 | 3.848528 | 2.693903 | 3.264676 | 3.514335 | 4.914363 | 3.243137 | 4.045745 | 4.823241 | 3.417887 | 3.587442 | 4.796785 | 3.634437 | 3.317938 | 3.718377 | 4.231419 | 2.724849 | 2.946550 | 3.673638 | 3.059488 | 4.121750 | 2.375846 | 3.243137 | 3.294643 | 2.503382 | 2.814580 | 3.79563 | 3.612487 | 2.570076 | 4.334844 | 4.213696 | 2.625827 | 4.065587 | 3.290168 | 3.022305 | 3.055531 | 3.029871 | 3.107549 | 3.760762 | 3.221284 | 3.736898 | 3.698796 | 2.980594 | 2.954532 | 3.275219 | 3.305201 | 3.970147 | 3.143702 | 2.848559 | 3.452078 | 2.451172 | 3.262024 | 2.817235 | 2.882354 | 3.008600 | 3.105783 | 3.326929 | 3.775982 | 3.543820 | 3.438874 | 2.583085 | 4.175526 | 2.429914 | 2.374748 | 4.729247 | 2.851503 | 2.529302 | 2.722058 | 4.154512 | 2.758230 | 4.483590 | 2.257439 | 2.678973 | 3.642880 | 3.915088 | 2.342225 | 3.919225 | 3.077876 | 2.741309 | 3.795943 | 3.643008 | 2.541579 | 3.347642 | 3.192874 | 4.099570 | 3.873838 | 3.617231 | 3.161518 | 2.849296 | 2.508395 | 3.656778 | 2.825880 | 2.736556 | 3.560301 | 3.611936 | 3.332560 | 4.030158 | 4.300532 | 3.121396 | 3.085825 | 4.212105 | 2.879726 | 3.132804 | 4.715550 | 3.304857 | 2.067071 | 4.070396 | 2.972203 | 3.388918 | 4.088459 | 3.98200 | 2.915347 | 3.118430 | 3.399154 | 4.393017 | 4.275675 | 4.205226 | 2.992554 | 3.677698 | 3.632822 | 3.391641 | 2.757548 | 3.840495 | 3.575257 | 2.906119 | 2.570309 | 3.933184 | 4.589664 | 3.890583 | 3.209327 | 3.344196 | 3.526494 | 2.878292 | 2.503109 | 3.874296 | 3.641920 | 4.794521 | 2.485580 | 2.533263 | 2.742175 | 3.591309 | 3.128076 | 4.384705 | 3.173536 | 3.297323 | 2.838093 | 2.236033 | 3.128722 | 4.67242 | 3.934685 | 2.723045 | 3.574610 | 2.824841 | 3.161996 | 3.152625 | 4.710611 | 4.287889 | 3.681440 | 3.603437 | 3.994344 | 2.960614 | 3.603772 | 2.139564 | 2.899054 | 2.590396 | 4.268814 | 3.231699 | 3.221649 | 3.472522 | 2.966470 | 2.992421 | 3.453853 | 2.582631 | 2.888685 | 4.396806 | 2.635484 | 2.474944 | 2.221153 | 4.609417 | 3.679210 | 3.583754 | 3.510277 | 4.077793 | 2.949000 | 4.397676 | 4.627936 | 2.502017 | 3.392873 | 2.689930 | 2.351603 | 3.123198 | 2.451326 | 3.361388 | 3.047002 | 2.564074 | 3.894720 | 3.662890 | 2.368844 | 2.325516 | 3.541217 | 2.431203 | 3.706590 | 2.574263 | 2.418135 | 2.668759 | 2.649627 | 3.505069 | 3.338934 | 2.386677 | 2.959089 | 3.075182 | 3.855876 | 3.056905 | 3.699933 | 2.663889 | 4.925982 | 3.453318 | 2.885191 | 2.934549 | 3.793595 | 2.772395 | 4.081693 | 4.406629 | 2.978409 | 2.675870 | 2.701309 | 4.290909 | 2.830653 | 2.718419 | 5.083698 | 2.678791 | 3.071514 | 3.814261 | 2.773055 | 3.428588 | 3.023746 | 3.545851 | 2.977815 | 3.710033 | 2.856910 | 2.491782 | 2.876622 | 3.649646 | 3.346196 | 3.773574 | 3.023664 | 2.470410 | 3.444154 | 3.477541 | 3.816778 | 3.245044 | 2.201397 | 2.867055 | 3.247065 | 3.704005 | 4.217894 | 3.143296 | 3.342778 | 2.312600 | 2.380392 | 4.374937 | 3.937513 | 3.030883 | 2.851992 | 4.375397 | 2.540329 | 3.370402 | 3.881738 | 4.565699 | 2.569959 | 3.806899 | 4.36128 | 2.773347 | 2.812646 | 3.376194 | 2.854670 | 2.997561 | 3.564595 | 3.083789 | 3.237066 | 3.211334 | 2.744449 | 2.906065 | 3.177623 | 2.233504 | 3.738820 | 2.557507 | 3.239049 | 3.529777 | 2.465234 | 3.451955 | 2.641871 | 3.167258 | 3.078964 | 2.549861 | 3.636829 | 3.118628 | 4.505401 | 3.829561 | 4.033649 | 3.882229 | 2.853211 | 3.448258 | 3.424081 | 2.839227 | 3.336260 | 3.607434 | 3.117636 | 2.732796 | 2.893373 | 2.672652 | 2.580012 | 2.170555 | 3.232055 | 3.631068 | 3.039850 | 3.896692 | 4.454177 | 2.852541 | 3.045010 | 3.228092 | 3.727777 | 3.337240 | 2.853881 | 4.711061 | 5.352353 | 3.533861 | 4.440429 | 3.965051 | 3.999939 | 2.267875 | 2.468347 | 2.704150 | 3.197556 | 2.891760 | 3.487379 | 2.903578 | 2.513750 | 2.566909 | 2.999696 | 2.731508 | 3.003504 | 2.214844 | 3.113709 | 2.331022 | 2.995855 | 2.808751 | 3.966381 | 3.979303 | 3.725912 | 2.838723 | 3.315508 | 2.820464 | 2.953566 | 3.017576 | 3.650366 | 2.605305 | 2.445604 | 2.926805 | 3.200905 | 2.896692 | 3.721093 | 2.849726 | 3.541417 | 3.164739 | 2.833275 | 2.776120 | 2.339253 | 3.116143 | 2.819873 | 4.210891 | 2.381657 | 2.462997 | 2.885305 | 2.948560 | 2.468495 | 3.612953 | 3.911216 | 4.084337 | 3.414372 | 3.528981 | 4.500316 | 2.168203 | 3.329967 | 3.025347 | 3.140697 | 3.910090 | 4.658601 | 2.781396 | 2.615108 | 5.068082 | 3.934655 | 3.799458 | 2.753813 | 3.018451 | 3.046807 | 3.029546 | 3.649783 | 3.153479 | 2.472171 | 2.259594 | 3.360385 | 3.086609 | 3.452752 | 4.629357 | 2.488410 | 3.028978 | 3.068557 | 2.477121 | 2.633064 | 3.066624 | 4.264485 | 2.494294 | 2.543820 | 3.606714 | 3.923441 | 3.595198 | 2.406029 | 2.869114 | 4.643145 | 2.630835 | 3.718294 | 2.920489 | 3.460372 | 3.194098 | 4.967117 | 2.549861 | 3.258374 | 3.179121 | 3.165778 | 4.244161 | 3.552729 | 2.874598 | 3.666031 | 2.863680 | 2.791059 | 2.645815 | 4.361326 | 3.019116 | 3.752148 | 3.345805 | 2.066326 | 2.281261 | 3.224533 | 2.928293 | 3.732185 | 3.317478 | 2.557146 | 1.995635 | 3.265549 | 3.749651 | 4.282157 | 4.935629 | 5.021235 | 2.566438 | 4.801784 | 4.146723 | 3.539841 | 4.127254 | 2.803457 | 3.309098 | 3.707229 | 2.555094 | 4.022989 | 2.687796 | 4.29389 | 2.918764 | 2.834166 | 2.620448 | 3.121691 | 4.432912 | 2.443420 | 4.851275 | 2.360783 | 2.597805 | 3.971749 | 3.863579 | 2.869642 | 3.313783 | 3.447778 | 2.437275 | 2.900531 | 4.314379 | 3.215558 | 2.870872 | 2.159266 | 2.508530 | 3.690223 | 4.030515 | 4.141152 | 3.265855 | 2.915189 | 3.145103 | 2.689398 | 2.913867 | 2.838786 | 3.217905 | 2.750200 | 3.034548 | 3.923487 | 2.656577 | 3.255972 | 3.091561 | 3.926224 | 4.732555 | 2.957703 | 3.326356 | 3.081347 | 3.364101 | 3.543484 | 3.609007 | 4.292916 | 3.090681 | 4.471723 | 3.938970 | 3.476846 | 3.040919 | 2.267406 | 4.260586 | 4.178102 | 2.692671 | 4.007261 | 3.050534 | 4.534979 | 3.371326 | 2.926342 | 2.516800 | 2.335859 | 2.854670 | 3.563576 | 3.863828 | 2.690196 | 2.702775 | 3.354780 | 2.971879 | 3.706163 | 3.096319 | 3.020693 | 4.341318 | 2.835183 | 3.490647 | 4.216324 | 2.740442 | 3.492956 | 2.930440 | 3.042575 | 2.957703 | 2.703205 | 4.006235 | 3.023335 | 2.207095 | 3.216562 | 3.847881 | 4.581079 | 4.156458 | 3.383690 | 4.486317 | 2.845408 | 3.431942 | 2.322219 | 2.954484 | 3.867243 | 3.255128 | 3.036868 | 2.896747 | 4.299568 | 2.305566 | 3.753721 | 2.915347 | 2.709440 | 2.285332 | 3.241073 | 2.800373 | 3.528698 | 3.61515 | 3.175367 | 4.428803 | 2.617839 | 4.478188 | 4.836065 | 2.609167 | 3.896162 | 3.333830 | 3.498352 | 3.829715 | 2.960281 | 3.456897 | 2.601625 | 2.455606 | 2.332236 | 4.941254 | 2.604442 | 3.291702 | 3.340801 | 2.660486 | 3.446413 | 4.434666 | 3.699031 | 3.478249 | 2.971832 | 3.939350 | 4.862610 | 4.180613 | 2.959375 | 2.893484 | 3.631677 | 2.711976 | 2.495128 | 2.275772 | 3.729149 | 2.871047 | 4.028592 | 4.547978 | 4.439475 | 3.263731 | 4.357849 | 3.446428 | 3.243237 | 3.098921 | 3.909283 | 3.313825 | 2.938920 | 2.364739 | 3.768771 | 3.672670 | 3.550937 | 2.781325 | 2.825361 | 3.077077 | 2.562412 | 2.718834 | 3.136847 | 2.444201 | 2.856064 | 3.364082 | 2.996293 | 2.406370 | 3.183555 | 3.579521 | 4.006907 | 3.479446 | 4.382887 | 4.694308 | 3.371234 | 3.966085 | 4.760098 | 2.950949 | 3.374455 | 2.572988 | 2.508530 | 3.374638 | 2.927114 | 3.177883 | 2.883661 | 3.041116 | 4.401597 | 3.341949 | 3.564346 | 2.571010 | 2.880356 | 3.327604 | 2.982723 | 3.000434 | 2.453624 | 2.583539 | 3.440106 | 2.870989 | 4.565019 | 3.61272 | 4.436455 | 3.486175 | 2.564429 | 4.221589 | 3.647324 | 3.271818 | 3.708191 | 4.132804 | 3.542912 | 2.294466 | 3.258182 | 3.567626 | 4.013650 | 2.807332 | 3.447173 | 3.755112 | 3.592521 | 3.710211 | 4.356315 | 4.08508 | 2.006038 | 3.581802 | 3.155761 | 3.114044 | 4.311050 | 3.570263 | 2.264582 | 3.052078 | 4.149933 | 3.746595 | 3.748328 | 2.649919 | 3.558457 | 3.575142 | 3.477367 | 4.451323 | 4.096382 | 3.100164 | 3.193903 | 3.141983 | 2.622214 | 4.285746 | 3.768231 | 4.096128 | 4.361992 | 2.769451 | 3.264534 | 3.359399 | 2.276462 | 2.829239 | 3.405039 | 5.008653 | 3.960066 | 2.453930 | 2.656481 | 3.689531 | 3.287555 | 3.892968 | 3.244005 | 2.867114 | 4.102348 | 2.533772 | 4.047041 | 4.155278 | 2.879096 | 3.642583 | 3.186391 | 2.259116 | 2.685383 | 2.728516 | 3.131234 | 2.546049 | 4.282808 | 3.951774 | 3.126586 | 4.229869 | 3.505991 | 2.955976 | 3.206313 | 4.026835 | 4.588745 | 2.911104 | 4.457743 | 3.289767 | 2.402433 | 3.166223 | 2.386142 | 3.814946 | 2.745933 | 2.608312 | 4.574163 | 3.319730 | 3.920217 | 1.845718 | 2.603469 | 3.134273 | 3.597179 | 2.712060 | 2.644340 | 3.058236 | 4.024986 | 2.945222 | 2.809492 | 2.706376 | 2.752509 | 3.362162 | 2.278982 | 2.984797 | 2.362105 | 4.785282 | 3.907320 | 4.085879 | 3.525524 | 3.004665 | 3.766903 | 2.988826 | 3.289745 | 2.660391 | 3.634518 | 3.290747 | 2.560385 | 3.185174 | 2.760272 | 2.626853 | 3.180986 | 4.143517 | 2.492481 | 2.872972 | 2.259594 | 3.327829 | 3.345942 | 3.499701 | 3.937262 | 3.516628 | 4.422197 | 3.906965 | 2.644143 | 2.689753 | 2.972249 | 3.574714 | 3.759358 | 3.290880 | 3.424784 | 2.592399 | 3.988791 | 4.077829 | 3.205204 | 3.746385 | 3.814161 | 2.827821 | 3.857405 | 3.438067 | 2.439491 | 3.888045 | 2.782974 | 2.494294 | 2.544192 | 3.908790 | 2.459242 | 4.356254 | 4.330959 | 2.89867 | 3.882308 | 4.046171 | 3.117039 | 4.069383 |
| PDAL120HLU | 0 | 29 | 29 | PD | BL | 64.5 | 13 | Female | 2.949926 | 3.300943 | 3.388492 | 4.062589 | 2.023252 | 2.641672 | 2.552790 | 2.776919 | 3.782637 | 2.903416 | 3.165066 | 2.533263 | 2.135769 | 2.585686 | 3.839195 | 4.611272 | 3.709041 | 2.710710 | 3.383995 | 3.902596 | 3.680979 | 3.942276 | 4.224657 | 3.029018 | 3.508637 | 3.515582 | 2.344196 | 2.415474 | 4.011211 | 4.588042 | 4.377071 | 2.228400 | 3.627233 | 2.864630 | 2.275542 | 2.631748 | 4.212643 | 3.655110 | 2.480151 | 3.542240 | 3.845514 | 4.130459 | 4.008042 | 5.116426 | 4.192827 | 3.804085 | 3.554089 | 4.442785 | 5.316172 | 3.540455 | 2.971183 | 2.794488 | 3.534102 | 3.389503 | 4.422069 | 3.340385 | 2.638090 | 5.026072 | 2.983807 | 3.784967 | 3.764154 | 3.109848 | 3.351352 | 2.47261 | 3.485764 | 2.487280 | 2.762529 | 2.838912 | 2.342620 | 2.188366 | 2.859138 | 2.632052 | 3.328094 | 2.998346 | 2.955784 | 3.200467 | 3.546777 | 4.112256 | 3.268461 | 3.072103 | 3.158061 | 3.839685 | 2.965578 | 3.326561 | 2.903633 | 4.464738 | 3.558864 | 3.293164 | 3.318126 | 2.692759 | 2.586587 | 2.517064 | 2.876276 | 2.413300 | 2.643847 | 3.271795 | 3.630845 | 2.473633 | 3.802240 | 3.233047 | 4.180241 | 4.204362 | 3.863977 | 3.546814 | 3.480237 | 2.812713 | 3.785501 | 3.940696 | 3.816056 | 2.764624 | 3.233453 | 3.409493 | 4.896532 | 3.095100 | 4.183384 | 4.733404 | 3.270213 | 3.520248 | 4.704499 | 3.702715 | 3.258637 | 3.632397 | 4.190304 | 2.522183 | 3.148232 | 3.854695 | 3.661178 | 3.804671 | 2.206826 | 3.283799 | 3.306425 | 2.455910 | 2.756712 | 3.80388 | 3.541991 | 2.487421 | 4.473008 | 3.776774 | 2.537063 | 3.803887 | 3.246548 | 2.785757 | 3.032377 | 2.820530 | 3.054077 | 3.632548 | 3.261382 | 3.855295 | 3.796429 | 2.829239 | 2.871047 | 3.405893 | 3.389326 | 3.983261 | 2.498862 | 2.712986 | 3.166045 | 2.265054 | 3.185316 | 2.629410 | 2.761251 | 2.442793 | 3.013890 | 3.196342 | 3.858910 | 3.443091 | 3.216271 | 2.121888 | 4.146103 | 2.385785 | 2.209247 | 4.798121 | 2.712397 | 2.507586 | 2.595717 | 3.996117 | 2.758533 | 4.238914 | 2.175512 | 2.546543 | 3.706812 | 3.764393 | 2.213252 | 3.950866 | 3.082283 | 2.894372 | 4.010758 | 3.850168 | 2.712650 | 3.716846 | 3.106055 | 4.061833 | 3.672467 | 3.580012 | 2.970114 | 2.589167 | 2.483730 | 3.589078 | 2.693551 | 2.579326 | 3.682461 | 3.463744 | 2.614581 | 4.162549 | 4.094174 | 2.766190 | 3.058350 | 4.118784 | 3.303390 | 3.028449 | 4.433631 | 3.220291 | 2.053846 | 4.188172 | 2.490801 | 3.468362 | 3.793776 | 3.68946 | 2.762604 | 3.127558 | 3.443185 | 4.249184 | 4.433808 | 4.244455 | 3.127267 | 3.506857 | 3.516958 | 3.288227 | 2.744606 | 3.760882 | 3.728768 | 2.766413 | 2.520090 | 3.820044 | 4.505976 | 3.726099 | 2.462548 | 3.268438 | 3.643275 | 2.698622 | 2.373280 | 3.942087 | 3.572325 | 4.690978 | 2.373464 | 2.397766 | 2.868938 | 3.595584 | 3.064982 | 4.314621 | 3.265761 | 2.997343 | 2.790426 | 2.225309 | 3.145538 | 4.66639 | 3.773465 | 2.430720 | 3.349239 | 2.879612 | 3.147120 | 3.269910 | 4.788306 | 4.184796 | 3.789856 | 3.558493 | 4.147358 | 2.935558 | 4.043716 | 2.064083 | 2.799065 | 2.405688 | 4.339938 | 3.203604 | 3.285850 | 3.621944 | 2.853272 | 2.916822 | 3.602114 | 2.485438 | 2.719165 | 4.363294 | 2.513617 | 2.493737 | 2.121888 | 4.652776 | 3.613408 | 3.435669 | 3.489241 | 4.552880 | 2.796088 | 4.369268 | 4.584553 | 2.429591 | 3.467312 | 2.662002 | 2.476107 | 3.360726 | 2.356026 | 3.516284 | 3.076822 | 2.522314 | 3.748025 | 3.818219 | 2.248709 | 2.310906 | 3.422754 | 2.378034 | 4.287385 | 2.467904 | 2.266702 | 2.517592 | 2.539452 | 2.604010 | 3.315088 | 2.655235 | 2.830717 | 2.784546 | 2.938970 | 2.948560 | 3.524734 | 2.484442 | 4.689599 | 3.485395 | 3.948066 | 2.825556 | 3.920645 | 2.803662 | 3.696339 | 4.283369 | 2.804548 | 2.478711 | 2.561698 | 4.347240 | 2.723948 | 2.642761 | 5.003971 | 2.593729 | 3.133986 | 3.033906 | 2.480294 | 3.519776 | 3.008643 | 2.611405 | 3.108159 | 3.765549 | 2.999522 | 2.393400 | 2.810300 | 3.816997 | 3.045049 | 3.789341 | 2.860038 | 2.482302 | 3.376796 | 3.447034 | 3.885638 | 3.092896 | 2.046495 | 2.792882 | 2.993392 | 3.784781 | 4.054762 | 3.323108 | 3.393926 | 2.210853 | 2.260787 | 4.337014 | 3.346568 | 2.904012 | 3.076131 | 4.306093 | 2.422097 | 3.313909 | 3.909058 | 4.472597 | 2.341039 | 3.765549 | 4.22366 | 3.462143 | 2.332438 | 3.339869 | 2.762679 | 2.933538 | 3.418566 | 4.274850 | 3.553859 | 3.181472 | 2.554610 | 3.018284 | 3.002900 | 2.072617 | 3.751364 | 2.423246 | 3.150542 | 3.491376 | 2.260071 | 3.474100 | 2.555578 | 3.109106 | 3.202761 | 2.558108 | 3.747241 | 2.974189 | 4.454973 | 3.910758 | 3.990068 | 3.749365 | 2.662380 | 3.346431 | 3.404919 | 2.745777 | 3.279233 | 3.664068 | 3.064233 | 2.618885 | 2.928805 | 2.717671 | 2.450095 | 2.145818 | 3.587172 | 3.975216 | 3.130076 | 3.747326 | 4.473580 | 2.678700 | 3.005438 | 3.442056 | 3.727208 | 3.347701 | 2.897022 | 4.725398 | 5.211216 | 3.260167 | 4.490393 | 3.670496 | 4.083273 | 2.179552 | 2.395326 | 2.605197 | 2.772468 | 2.680879 | 3.394539 | 2.875351 | 2.422426 | 2.433770 | 2.909181 | 2.603794 | 3.033986 | 2.087426 | 2.948413 | 2.323046 | 2.405175 | 2.772468 | 4.007244 | 4.045847 | 3.631373 | 2.726157 | 3.265384 | 2.918607 | 3.304383 | 2.903524 | 3.550130 | 2.496237 | 2.382377 | 2.900367 | 3.425942 | 3.218929 | 3.400158 | 2.719331 | 3.064757 | 3.076058 | 2.776265 | 2.604658 | 2.265054 | 3.158543 | 2.572755 | 4.213125 | 2.053846 | 2.477411 | 2.839918 | 2.754042 | 2.296884 | 3.628348 | 4.049299 | 4.224030 | 3.360915 | 3.353801 | 4.370643 | 2.149527 | 3.279963 | 2.982452 | 3.172194 | 3.902949 | 4.526153 | 2.798029 | 2.329601 | 5.058872 | 4.018163 | 3.765065 | 2.573800 | 3.078783 | 2.960281 | 3.173827 | 3.733823 | 2.974558 | 2.357935 | 2.106191 | 3.369846 | 3.006937 | 3.557339 | 4.551267 | 2.377124 | 2.869290 | 3.050534 | 2.361161 | 2.475671 | 2.963882 | 4.329983 | 2.513617 | 2.458487 | 3.512164 | 3.637300 | 3.499233 | 2.552547 | 2.810165 | 4.516858 | 3.081239 | 3.803989 | 2.813914 | 3.436799 | 3.251784 | 4.906974 | 2.444357 | 3.204011 | 3.164918 | 3.110388 | 4.419653 | 4.045952 | 2.982588 | 3.591610 | 2.601843 | 2.483587 | 2.577951 | 4.181403 | 2.868527 | 3.853047 | 3.312050 | 1.980912 | 2.182700 | 3.187323 | 3.486898 | 3.687288 | 3.482845 | 2.447933 | 2.127105 | 3.310693 | 3.727468 | 4.246811 | 4.938724 | 5.000522 | 2.729651 | 4.719321 | 4.028409 | 3.467386 | 3.976895 | 2.617210 | 3.077513 | 3.670645 | 2.452400 | 4.043504 | 2.497621 | 4.50901 | 2.828596 | 2.977952 | 2.499687 | 2.959041 | 4.270294 | 2.294907 | 4.788094 | 2.295567 | 2.440279 | 3.963826 | 3.490983 | 3.024157 | 3.232310 | 3.451971 | 2.583426 | 2.733358 | 4.361256 | 3.070333 | 2.817896 | 2.010300 | 2.471438 | 3.727915 | 3.975308 | 4.030903 | 3.229835 | 2.830396 | 3.003504 | 2.662380 | 2.767972 | 2.739493 | 3.190892 | 2.764923 | 2.866524 | 3.968422 | 2.624076 | 3.128819 | 3.123067 | 3.865927 | 4.574702 | 2.957272 | 3.358506 | 3.389910 | 3.392063 | 3.666668 | 3.432633 | 4.187377 | 3.155063 | 4.242273 | 3.836033 | 3.678063 | 2.963646 | 2.086004 | 3.917505 | 4.143184 | 2.701136 | 3.858278 | 3.084719 | 4.524066 | 3.519027 | 2.844974 | 2.313445 | 2.191171 | 2.788098 | 3.359437 | 3.627847 | 2.551572 | 2.683497 | 3.538197 | 2.824841 | 3.596256 | 3.120969 | 2.827369 | 4.355664 | 2.716170 | 3.321619 | 4.194495 | 2.598900 | 3.498710 | 2.833019 | 3.012795 | 3.037466 | 2.776992 | 3.759894 | 2.911264 | 2.173186 | 3.110084 | 4.187312 | 4.262563 | 4.097760 | 3.388314 | 4.271904 | 2.898012 | 3.312495 | 2.311330 | 2.830973 | 3.764624 | 2.899875 | 2.930287 | 2.708931 | 4.193219 | 2.183270 | 3.876928 | 2.728273 | 2.672836 | 2.139249 | 3.412931 | 2.783403 | 3.555493 | 3.43870 | 3.142421 | 4.453748 | 2.518251 | 4.186976 | 4.623994 | 2.439648 | 4.116973 | 3.197501 | 3.379759 | 3.790144 | 3.060924 | 3.309524 | 2.548389 | 2.181272 | 2.245266 | 4.583814 | 2.580012 | 3.214500 | 3.180814 | 2.593729 | 4.070987 | 4.404190 | 3.647627 | 3.374602 | 2.939170 | 3.873739 | 4.941339 | 4.031429 | 2.938820 | 2.723948 | 3.548291 | 2.676053 | 2.392345 | 2.203033 | 3.619886 | 2.884739 | 4.215907 | 4.556774 | 4.519747 | 3.228836 | 4.299337 | 3.590452 | 2.712650 | 2.958851 | 3.804930 | 3.029992 | 3.038382 | 2.270912 | 3.615424 | 3.635986 | 2.608526 | 2.678700 | 2.751741 | 2.940417 | 2.607348 | 2.642563 | 3.095588 | 2.263636 | 2.784475 | 3.403258 | 2.904716 | 2.210586 | 3.098609 | 3.515476 | 3.811508 | 3.544998 | 4.259188 | 4.558158 | 3.327686 | 3.781612 | 4.628352 | 2.825751 | 3.042418 | 2.483016 | 2.346939 | 3.424195 | 2.968062 | 2.961136 | 3.065953 | 2.802910 | 4.177069 | 3.315088 | 3.491628 | 2.480007 | 2.835120 | 3.195678 | 2.736715 | 2.978819 | 2.286232 | 2.500374 | 3.431348 | 3.426723 | 4.365286 | 3.69668 | 4.419301 | 3.645717 | 2.480869 | 4.266820 | 3.407238 | 3.027023 | 3.727810 | 4.188740 | 3.085183 | 2.238799 | 3.115677 | 3.464057 | 4.108389 | 2.979321 | 3.397801 | 3.759683 | 3.610245 | 3.785259 | 4.368242 | 3.98772 | 2.040602 | 3.517724 | 3.066289 | 3.065878 | 4.373184 | 3.631525 | 2.321598 | 3.020900 | 2.376212 | 3.639606 | 3.720176 | 2.549003 | 4.578858 | 3.312241 | 3.387675 | 4.485271 | 3.916917 | 2.996293 | 3.090505 | 3.148880 | 2.438542 | 4.259637 | 3.673565 | 4.182763 | 4.234960 | 2.668386 | 3.203848 | 3.550827 | 2.087426 | 2.716003 | 2.610554 | 4.970531 | 3.975446 | 2.387034 | 2.607348 | 3.656424 | 3.372857 | 3.862287 | 3.265808 | 2.815179 | 3.920076 | 2.356599 | 4.091192 | 4.052659 | 2.943643 | 3.538373 | 3.410305 | 2.112270 | 2.496930 | 2.621176 | 3.038660 | 2.413467 | 4.212739 | 3.907728 | 3.240549 | 4.260434 | 3.521805 | 2.750586 | 3.238121 | 4.128984 | 4.682631 | 2.833466 | 4.550948 | 3.087107 | 2.249687 | 2.868292 | 2.229170 | 3.588854 | 2.595165 | 2.457730 | 4.721574 | 3.396461 | 4.031384 | 1.918030 | 2.686100 | 3.181929 | 3.681214 | 2.586362 | 2.562293 | 3.127914 | 4.075134 | 3.072434 | 2.851870 | 2.566673 | 2.418467 | 3.633509 | 2.214579 | 2.900804 | 2.275311 | 4.642529 | 3.828118 | 3.941074 | 3.346392 | 3.072911 | 3.894327 | 2.891314 | 3.258996 | 2.600319 | 3.891710 | 3.370717 | 2.482731 | 3.170878 | 2.882752 | 2.753200 | 3.113609 | 4.265370 | 2.830653 | 2.897242 | 2.135133 | 3.351352 | 3.224973 | 3.363029 | 3.775166 | 3.372286 | 4.468290 | 4.010292 | 2.521138 | 2.370698 | 2.899492 | 3.585822 | 3.760671 | 3.249125 | 3.509323 | 2.470704 | 4.066061 | 4.080648 | 3.133411 | 3.676602 | 3.695989 | 2.674494 | 3.862251 | 3.645697 | 2.239049 | 3.790981 | 2.627161 | 2.543944 | 2.455758 | 3.720159 | 2.278067 | 4.144213 | 4.368023 | 2.84398 | 4.048714 | 4.193417 | 3.074451 | 4.043311 |
| PDAL120HLU | 1 | 26 | 29 | PD | BL | 64.5 | 13 | Female | 2.949926 | 3.300943 | 3.388492 | 4.062589 | 2.023252 | 2.641672 | 2.552790 | 2.776919 | 3.782637 | 2.903416 | 3.165066 | 2.533263 | 2.135769 | 2.585686 | 3.839195 | 4.611272 | 3.709041 | 2.710710 | 3.383995 | 3.902596 | 3.680979 | 3.942276 | 4.224657 | 3.029018 | 3.508637 | 3.515582 | 2.344196 | 2.415474 | 4.011211 | 4.588042 | 4.377071 | 2.228400 | 3.627233 | 2.864630 | 2.275542 | 2.631748 | 4.212643 | 3.655110 | 2.480151 | 3.542240 | 3.845514 | 4.130459 | 4.008042 | 5.116426 | 4.192827 | 3.804085 | 3.554089 | 4.442785 | 5.316172 | 3.540455 | 2.971183 | 2.794488 | 3.534102 | 3.389503 | 4.422069 | 3.340385 | 2.638090 | 5.026072 | 2.983807 | 3.784967 | 3.764154 | 3.109848 | 3.351352 | 2.47261 | 3.485764 | 2.487280 | 2.762529 | 2.838912 | 2.342620 | 2.188366 | 2.859138 | 2.632052 | 3.328094 | 2.998346 | 2.955784 | 3.200467 | 3.546777 | 4.112256 | 3.268461 | 3.072103 | 3.158061 | 3.839685 | 2.965578 | 3.326561 | 2.903633 | 4.464738 | 3.558864 | 3.293164 | 3.318126 | 2.692759 | 2.586587 | 2.517064 | 2.876276 | 2.413300 | 2.643847 | 3.271795 | 3.630845 | 2.473633 | 3.802240 | 3.233047 | 4.180241 | 4.204362 | 3.863977 | 3.546814 | 3.480237 | 2.812713 | 3.785501 | 3.940696 | 3.816056 | 2.764624 | 3.233453 | 3.409493 | 4.896532 | 3.095100 | 4.183384 | 4.733404 | 3.270213 | 3.520248 | 4.704499 | 3.702715 | 3.258637 | 3.632397 | 4.190304 | 2.522183 | 3.148232 | 3.854695 | 3.661178 | 3.804671 | 2.206826 | 3.283799 | 3.306425 | 2.455910 | 2.756712 | 3.80388 | 3.541991 | 2.487421 | 4.473008 | 3.776774 | 2.537063 | 3.803887 | 3.246548 | 2.785757 | 3.032377 | 2.820530 | 3.054077 | 3.632548 | 3.261382 | 3.855295 | 3.796429 | 2.829239 | 2.871047 | 3.405893 | 3.389326 | 3.983261 | 2.498862 | 2.712986 | 3.166045 | 2.265054 | 3.185316 | 2.629410 | 2.761251 | 2.442793 | 3.013890 | 3.196342 | 3.858910 | 3.443091 | 3.216271 | 2.121888 | 4.146103 | 2.385785 | 2.209247 | 4.798121 | 2.712397 | 2.507586 | 2.595717 | 3.996117 | 2.758533 | 4.238914 | 2.175512 | 2.546543 | 3.706812 | 3.764393 | 2.213252 | 3.950866 | 3.082283 | 2.894372 | 4.010758 | 3.850168 | 2.712650 | 3.716846 | 3.106055 | 4.061833 | 3.672467 | 3.580012 | 2.970114 | 2.589167 | 2.483730 | 3.589078 | 2.693551 | 2.579326 | 3.682461 | 3.463744 | 2.614581 | 4.162549 | 4.094174 | 2.766190 | 3.058350 | 4.118784 | 3.303390 | 3.028449 | 4.433631 | 3.220291 | 2.053846 | 4.188172 | 2.490801 | 3.468362 | 3.793776 | 3.68946 | 2.762604 | 3.127558 | 3.443185 | 4.249184 | 4.433808 | 4.244455 | 3.127267 | 3.506857 | 3.516958 | 3.288227 | 2.744606 | 3.760882 | 3.728768 | 2.766413 | 2.520090 | 3.820044 | 4.505976 | 3.726099 | 2.462548 | 3.268438 | 3.643275 | 2.698622 | 2.373280 | 3.942087 | 3.572325 | 4.690978 | 2.373464 | 2.397766 | 2.868938 | 3.595584 | 3.064982 | 4.314621 | 3.265761 | 2.997343 | 2.790426 | 2.225309 | 3.145538 | 4.66639 | 3.773465 | 2.430720 | 3.349239 | 2.879612 | 3.147120 | 3.269910 | 4.788306 | 4.184796 | 3.789856 | 3.558493 | 4.147358 | 2.935558 | 4.043716 | 2.064083 | 2.799065 | 2.405688 | 4.339938 | 3.203604 | 3.285850 | 3.621944 | 2.853272 | 2.916822 | 3.602114 | 2.485438 | 2.719165 | 4.363294 | 2.513617 | 2.493737 | 2.121888 | 4.652776 | 3.613408 | 3.435669 | 3.489241 | 4.552880 | 2.796088 | 4.369268 | 4.584553 | 2.429591 | 3.467312 | 2.662002 | 2.476107 | 3.360726 | 2.356026 | 3.516284 | 3.076822 | 2.522314 | 3.748025 | 3.818219 | 2.248709 | 2.310906 | 3.422754 | 2.378034 | 4.287385 | 2.467904 | 2.266702 | 2.517592 | 2.539452 | 2.604010 | 3.315088 | 2.655235 | 2.830717 | 2.784546 | 2.938970 | 2.948560 | 3.524734 | 2.484442 | 4.689599 | 3.485395 | 3.948066 | 2.825556 | 3.920645 | 2.803662 | 3.696339 | 4.283369 | 2.804548 | 2.478711 | 2.561698 | 4.347240 | 2.723948 | 2.642761 | 5.003971 | 2.593729 | 3.133986 | 3.033906 | 2.480294 | 3.519776 | 3.008643 | 2.611405 | 3.108159 | 3.765549 | 2.999522 | 2.393400 | 2.810300 | 3.816997 | 3.045049 | 3.789341 | 2.860038 | 2.482302 | 3.376796 | 3.447034 | 3.885638 | 3.092896 | 2.046495 | 2.792882 | 2.993392 | 3.784781 | 4.054762 | 3.323108 | 3.393926 | 2.210853 | 2.260787 | 4.337014 | 3.346568 | 2.904012 | 3.076131 | 4.306093 | 2.422097 | 3.313909 | 3.909058 | 4.472597 | 2.341039 | 3.765549 | 4.22366 | 3.462143 | 2.332438 | 3.339869 | 2.762679 | 2.933538 | 3.418566 | 4.274850 | 3.553859 | 3.181472 | 2.554610 | 3.018284 | 3.002900 | 2.072617 | 3.751364 | 2.423246 | 3.150542 | 3.491376 | 2.260071 | 3.474100 | 2.555578 | 3.109106 | 3.202761 | 2.558108 | 3.747241 | 2.974189 | 4.454973 | 3.910758 | 3.990068 | 3.749365 | 2.662380 | 3.346431 | 3.404919 | 2.745777 | 3.279233 | 3.664068 | 3.064233 | 2.618885 | 2.928805 | 2.717671 | 2.450095 | 2.145818 | 3.587172 | 3.975216 | 3.130076 | 3.747326 | 4.473580 | 2.678700 | 3.005438 | 3.442056 | 3.727208 | 3.347701 | 2.897022 | 4.725398 | 5.211216 | 3.260167 | 4.490393 | 3.670496 | 4.083273 | 2.179552 | 2.395326 | 2.605197 | 2.772468 | 2.680879 | 3.394539 | 2.875351 | 2.422426 | 2.433770 | 2.909181 | 2.603794 | 3.033986 | 2.087426 | 2.948413 | 2.323046 | 2.405175 | 2.772468 | 4.007244 | 4.045847 | 3.631373 | 2.726157 | 3.265384 | 2.918607 | 3.304383 | 2.903524 | 3.550130 | 2.496237 | 2.382377 | 2.900367 | 3.425942 | 3.218929 | 3.400158 | 2.719331 | 3.064757 | 3.076058 | 2.776265 | 2.604658 | 2.265054 | 3.158543 | 2.572755 | 4.213125 | 2.053846 | 2.477411 | 2.839918 | 2.754042 | 2.296884 | 3.628348 | 4.049299 | 4.224030 | 3.360915 | 3.353801 | 4.370643 | 2.149527 | 3.279963 | 2.982452 | 3.172194 | 3.902949 | 4.526153 | 2.798029 | 2.329601 | 5.058872 | 4.018163 | 3.765065 | 2.573800 | 3.078783 | 2.960281 | 3.173827 | 3.733823 | 2.974558 | 2.357935 | 2.106191 | 3.369846 | 3.006937 | 3.557339 | 4.551267 | 2.377124 | 2.869290 | 3.050534 | 2.361161 | 2.475671 | 2.963882 | 4.329983 | 2.513617 | 2.458487 | 3.512164 | 3.637300 | 3.499233 | 2.552547 | 2.810165 | 4.516858 | 3.081239 | 3.803989 | 2.813914 | 3.436799 | 3.251784 | 4.906974 | 2.444357 | 3.204011 | 3.164918 | 3.110388 | 4.419653 | 4.045952 | 2.982588 | 3.591610 | 2.601843 | 2.483587 | 2.577951 | 4.181403 | 2.868527 | 3.853047 | 3.312050 | 1.980912 | 2.182700 | 3.187323 | 3.486898 | 3.687288 | 3.482845 | 2.447933 | 2.127105 | 3.310693 | 3.727468 | 4.246811 | 4.938724 | 5.000522 | 2.729651 | 4.719321 | 4.028409 | 3.467386 | 3.976895 | 2.617210 | 3.077513 | 3.670645 | 2.452400 | 4.043504 | 2.497621 | 4.50901 | 2.828596 | 2.977952 | 2.499687 | 2.959041 | 4.270294 | 2.294907 | 4.788094 | 2.295567 | 2.440279 | 3.963826 | 3.490983 | 3.024157 | 3.232310 | 3.451971 | 2.583426 | 2.733358 | 4.361256 | 3.070333 | 2.817896 | 2.010300 | 2.471438 | 3.727915 | 3.975308 | 4.030903 | 3.229835 | 2.830396 | 3.003504 | 2.662380 | 2.767972 | 2.739493 | 3.190892 | 2.764923 | 2.866524 | 3.968422 | 2.624076 | 3.128819 | 3.123067 | 3.865927 | 4.574702 | 2.957272 | 3.358506 | 3.389910 | 3.392063 | 3.666668 | 3.432633 | 4.187377 | 3.155063 | 4.242273 | 3.836033 | 3.678063 | 2.963646 | 2.086004 | 3.917505 | 4.143184 | 2.701136 | 3.858278 | 3.084719 | 4.524066 | 3.519027 | 2.844974 | 2.313445 | 2.191171 | 2.788098 | 3.359437 | 3.627847 | 2.551572 | 2.683497 | 3.538197 | 2.824841 | 3.596256 | 3.120969 | 2.827369 | 4.355664 | 2.716170 | 3.321619 | 4.194495 | 2.598900 | 3.498710 | 2.833019 | 3.012795 | 3.037466 | 2.776992 | 3.759894 | 2.911264 | 2.173186 | 3.110084 | 4.187312 | 4.262563 | 4.097760 | 3.388314 | 4.271904 | 2.898012 | 3.312495 | 2.311330 | 2.830973 | 3.764624 | 2.899875 | 2.930287 | 2.708931 | 4.193219 | 2.183270 | 3.876928 | 2.728273 | 2.672836 | 2.139249 | 3.412931 | 2.783403 | 3.555493 | 3.43870 | 3.142421 | 4.453748 | 2.518251 | 4.186976 | 4.623994 | 2.439648 | 4.116973 | 3.197501 | 3.379759 | 3.790144 | 3.060924 | 3.309524 | 2.548389 | 2.181272 | 2.245266 | 4.583814 | 2.580012 | 3.214500 | 3.180814 | 2.593729 | 4.070987 | 4.404190 | 3.647627 | 3.374602 | 2.939170 | 3.873739 | 4.941339 | 4.031429 | 2.938820 | 2.723948 | 3.548291 | 2.676053 | 2.392345 | 2.203033 | 3.619886 | 2.884739 | 4.215907 | 4.556774 | 4.519747 | 3.228836 | 4.299337 | 3.590452 | 2.712650 | 2.958851 | 3.804930 | 3.029992 | 3.038382 | 2.270912 | 3.615424 | 3.635986 | 2.608526 | 2.678700 | 2.751741 | 2.940417 | 2.607348 | 2.642563 | 3.095588 | 2.263636 | 2.784475 | 3.403258 | 2.904716 | 2.210586 | 3.098609 | 3.515476 | 3.811508 | 3.544998 | 4.259188 | 4.558158 | 3.327686 | 3.781612 | 4.628352 | 2.825751 | 3.042418 | 2.483016 | 2.346939 | 3.424195 | 2.968062 | 2.961136 | 3.065953 | 2.802910 | 4.177069 | 3.315088 | 3.491628 | 2.480007 | 2.835120 | 3.195678 | 2.736715 | 2.978819 | 2.286232 | 2.500374 | 3.431348 | 3.426723 | 4.365286 | 3.69668 | 4.419301 | 3.645717 | 2.480869 | 4.266820 | 3.407238 | 3.027023 | 3.727810 | 4.188740 | 3.085183 | 2.238799 | 3.115677 | 3.464057 | 4.108389 | 2.979321 | 3.397801 | 3.759683 | 3.610245 | 3.785259 | 4.368242 | 3.98772 | 2.040602 | 3.517724 | 3.066289 | 3.065878 | 4.373184 | 3.631525 | 2.321598 | 3.020900 | 2.376212 | 3.639606 | 3.720176 | 2.549003 | 4.578858 | 3.312241 | 3.387675 | 4.485271 | 3.916917 | 2.996293 | 3.090505 | 3.148880 | 2.438542 | 4.259637 | 3.673565 | 4.182763 | 4.234960 | 2.668386 | 3.203848 | 3.550827 | 2.087426 | 2.716003 | 2.610554 | 4.970531 | 3.975446 | 2.387034 | 2.607348 | 3.656424 | 3.372857 | 3.862287 | 3.265808 | 2.815179 | 3.920076 | 2.356599 | 4.091192 | 4.052659 | 2.943643 | 3.538373 | 3.410305 | 2.112270 | 2.496930 | 2.621176 | 3.038660 | 2.413467 | 4.212739 | 3.907728 | 3.240549 | 4.260434 | 3.521805 | 2.750586 | 3.238121 | 4.128984 | 4.682631 | 2.833466 | 4.550948 | 3.087107 | 2.249687 | 2.868292 | 2.229170 | 3.588854 | 2.595165 | 2.457730 | 4.721574 | 3.396461 | 4.031384 | 1.918030 | 2.686100 | 3.181929 | 3.681214 | 2.586362 | 2.562293 | 3.127914 | 4.075134 | 3.072434 | 2.851870 | 2.566673 | 2.418467 | 3.633509 | 2.214579 | 2.900804 | 2.275311 | 4.642529 | 3.828118 | 3.941074 | 3.346392 | 3.072911 | 3.894327 | 2.891314 | 3.258996 | 2.600319 | 3.891710 | 3.370717 | 2.482731 | 3.170878 | 2.882752 | 2.753200 | 3.113609 | 4.265370 | 2.830653 | 2.897242 | 2.135133 | 3.351352 | 3.224973 | 3.363029 | 3.775166 | 3.372286 | 4.468290 | 4.010292 | 2.521138 | 2.370698 | 2.899492 | 3.585822 | 3.760671 | 3.249125 | 3.509323 | 2.470704 | 4.066061 | 4.080648 | 3.133411 | 3.676602 | 3.695989 | 2.674494 | 3.862251 | 3.645697 | 2.239049 | 3.790981 | 2.627161 | 2.543944 | 2.455758 | 3.720159 | 2.278067 | 4.144213 | 4.368023 | 2.84398 | 4.048714 | 4.193417 | 3.074451 | 4.043311 |
Longitudinal$BSP.Tertile <- with(Longitudinal, factor(
findInterval( BSP, c(-Inf,
quantile(BSP, probs=c(0.33,0.66)), Inf)),
labels=c("First Tertile","Second Tertile","Third Tertile")))
# Train LME model to see how fasat and slow progressors differ
MoCA1 = lmer(MoCATotal ~ BSP.Tertile*YearstoVisit + AgeAtSample.x + Sex + as.numeric(DiseaseDuration)+ (1 | GUID), data=Longitudinal, REML=F)
data(efc)
theme_set(theme_sjplot())
p5 = plot_model(MoCA1, type = "pred", terms = c("YearstoVisit", "BSP.Tertile"),
title = " Cognitive Change \n (UTSW + Penn State Cohort)",
axis.title = c("YearstoVisit","Cognition(MoCA)"),
axis.labels = NULL, legend.title = "BSP Tertile",
wrap.title = 50, wrap.labels = 25, axis.lim = NULL, grid.breaks = NULL,
ci.lvl = 0.9, se = NULL, colors = "Set2", order.terms = c(3,1,2)) + scale_y_continuous(limits = c(20, 30), breaks = c(20,22,24,26,28,30)) + theme_classic() +
theme(legend.position = c(0.25, 0.2), legend.title = element_text(face = "bold", size = 16), legend.text = element_text(size = 20),
title = element_text(size = 23),
axis.title.x = element_text(size = 25, margin = margin(t = 10, r = 0, b = 0, l = 0)),
axis.title.y = element_text(size = 25, margin = margin(t = 0, r = 12, b = 0, l = 0)),
axis.text = element_text(size = 25, color = "black"), axis.line = element_line(size = 1), axis.ticks = element_line(size = 1))
p5
Longitudinal$OMD.Tertile <- with(Longitudinal, factor(
findInterval( OMD, c(-Inf,
quantile(OMD, probs=c(0.33,0.66)), Inf)),
labels=c("First Tertile","Second Tertile","Third Tertile")))
# Train LME model to see how fasat and slow progressors differ
MoCA = lmer(MoCATotal ~ OMD.Tertile*YearstoVisit + AgeAtSample.x + Sex + as.numeric(DiseaseDuration)+ (1 | GUID), data=Longitudinal, REML=F)
data(efc)
theme_set(theme_sjplot())
Longitudinal$FCN1.Tertile <- with(Longitudinal, factor(
findInterval( FCN1, c(-Inf,
quantile(FCN1, probs=c(0.33,0.66)), Inf)),
labels=c("First Tertile","Second Tertile","Third Tertile")))
# Train LME model to see how fasat and slow progressors differ
MoCA = lmer(MoCATotal ~ FCN1.Tertile*YearstoVisit + AgeAtSample.x + Sex + as.numeric(DiseaseDuration)+ (1 | GUID), data=Longitudinal, REML=F)
data(efc)
theme_set(theme_sjplot())
p5 = plot_model(MoCA, type = "pred", terms = c("YearstoVisit", "FCN1.Tertile"),
title = " Cognitive Change \n (UTSW + Penn State Cohort)",
axis.title = c("YearstoVisit","Cognition(MoCA)"),
axis.labels = NULL, legend.title = "FCN1 Tertile",
wrap.title = 50, wrap.labels = 25, axis.lim = NULL, grid.breaks = NULL,
ci.lvl = 0.9, se = NULL, colors = "Set2", order.terms = c(3,1,2)) + scale_y_continuous(limits = c(20, 30), breaks = c(20,22,24,26,28,30)) + theme_classic() +
theme(legend.position = c(0.25, 0.2), legend.title = element_text(face = "bold", size = 16), legend.text = element_text(size = 20),
title = element_text(size = 23),
axis.title.x = element_text(size = 25, margin = margin(t = 10, r = 0, b = 0, l = 0)),
axis.title.y = element_text(size = 25, margin = margin(t = 0, r = 12, b = 0, l = 0)),
axis.text = element_text(size = 25, color = "black"), axis.line = element_line(size = 1), axis.ticks = element_line(size = 1))
p5
Longitudinal$CRP.Tertile <- with(Longitudinal, factor(
findInterval( CRP, c(-Inf,
quantile(CRP, probs=c(0.33,0.66)), Inf)),
labels=c("First Quartile","Second Quartile","Third Quartile")))
# Train LME model to see how fasat and slow progressors differ
MoCA = lmer(MoCATotal ~ CRP.Tertile*YearstoVisit + AgeAtSample.x + Sex + as.numeric(DiseaseDuration)+ (1 | GUID), data=Longitudinal, REML=F)
data(efc)
theme_set(theme_sjplot())
p5 = plot_model(MoCA, type = "pred", terms = c("YearstoVisit", "CRP.Tertile"),
title = " Cognitive Change \n (UTSW + Penn State Cohort)",
axis.title = c("YearstoVisit","Cognition(MoCA)"),
axis.labels = NULL, legend.title = "CRP Tertile",
wrap.title = 50, wrap.labels = 25, axis.lim = NULL, grid.breaks = NULL,
ci.lvl = 0.9, se = NULL, colors = "Set2", order.terms = c(3,1,2)) + scale_y_continuous(limits = c(20, 30), breaks = c(20,22,24,26,28,30)) + theme_classic() +
theme(legend.position = c(0.25, 0.17), legend.title = element_text(face = "bold", size = 16), legend.text = element_text(size = 20),
title = element_text(size = 23),
axis.title.x = element_text(size = 25, margin = margin(t = 10, r = 0, b = 0, l = 0)),
axis.title.y = element_text(size = 25, margin = margin(t = 0, r = 12, b = 0, l = 0)),
axis.text = element_text(size = 25, color = "black"), axis.line = element_line(size = 1), axis.ticks = element_line(size = 1))
Clinical Conversion into Dementia ~ Top 20 protein teritile + Age + Sex + Disease Duration
setwd('/Users/junchaoshen/UPenn BMI')
survival.upenn = read.csv('Survival Analysis Replication.csv')
kable(survival.upenn[1:5,], "html") %>% kable_styling("striped") %>% scroll_box(width = "100%")
| INDDID | DRSTotal | BL.DRS | TestDate | SampleDate | Event | DaysVisitToSample | TimeMonth | AgeAtTest | AgeAtSample | DieseaseDuration | YOB | Sex | LEDD_x | Group | a1.Antitrypsin | a2.Antiplasmin | a2.HS.Glycoprotein | a2.Macroglobulin | ABL1 | ACE2 | ACTH | Activated.Protein.C | Activin.A | Activin.AB | ADAM.9 | ADAM12 | ADAMTS.4 | ADAMTS.5 | Adiponectin | Afamin | Aflatoxin.B1.aldehyde.reductase | Aggrecan | AIF1 | AIP | AK1A1 | Albumin | ALCAM | ALK.1 | Alkaline.phosphatase.bone | ALT | AMHR2 | Aminoacylase.1 | AMNLS | AMPK.a1b1g1 | AMPK.a2b2g1 | AMPM2 | amyloid.precursor.protein | AN32B | Angiogenin | Angiopoietin.1 | Angiopoietin.2 | Angiopoietin.4 | Angiostatin | Angiotensinogen | ANGL3 | ANGL4 | annexin.I | annexin.II | annexin.VI | Antithrombin.III | Apo.A.I | Apo.B | Apo.D | Apo.E | Apo.E3 | Apo.E4 | AREG | ARGI1 | ARI3A | ARMEL | ARP19 | ARSB | ART | Artemin | ARTS1 | Arylsulfatase.A | ASAH2 | ASAHL | ASGR1 | ASM3A | ATS1 | ATS13 | ATS15 | AURKB | Aurora.kinase.A | Azurocidin | b.ECGF | b.Endorphin | b.NGF | b2.Microglobulin | B7.2 | B7.H1 | B7.H2 | BAFF | BARK1 | BCAM | Bcl.2 | BCL2.like.1.protein | BCMA | BDNF | bFGF | BFL1 | BGH3 | BGN | BLC | BMP.1 | BMP.7 | BMP.RII | BMPER | BMPR1A | BMX | BNP.32 | BOC | Bone.proteoglycan.II | BPI | BSP | BSSP4 | BST1 | BTK | C1.Esterase.Inhibitor | C1r | C1s | C2 | C34.gp41.HIV.Fragment | C3d | C5 | C5a | C5b.6.Complex | C7 | C8 | C9 | Cadherin.2 | Cadherin.5 | Cadherin.E | Calcineurin | calgranulin.B | Calpain.I | Calpastatin | CAMK2A | CAMK2B | CAMK2D | CaMKK.alpha | CAPG | Carbonic.anhydrase.6 | Carbonic.anhydrase.9 | Carbonic.anhydrase.I | carbonic.anhydrase.II | Carbonic.anhydrase.III | Carbonic.Anhydrase.IV | Carbonic.anhydrase.VII | Carbonic.Anhydrase.X | Carbonic.anhydrase.XIII | Caspase.10 | Caspase.2 | Caspase.3 | Catalase | CATE | Cathepsin.A | Cathepsin.B | Cathepsin.D | Cathepsin.H | Cathepsin.S | Cathepsin.V | CATZ | CBPE | CCL28 | CD109 | CD22 | CD226 | CD23 | CD30.Ligand | CD36.ANTIGEN | CD40.ligand.soluble | CD48 | CD5L | CD70 | CD97 | CDC37 | CDK1.cyclin.B | CDK2.cyclin.A | CDK5.p35 | CDK8.cyclin.C | CDON | CFC1 | Chitotriosidase.1 | Chk2 | CHL1 | CHST6 | cIAP.2 | Ck.b.8.1 | CK.BB | CK.MB | CK.MM | CK2.A1.B | CK2.A2.B | CLC1B | CLC4K | CLF.1.CLC.Complex | CLM6 | CNDP1 | CNTF | CNTFR.alpha | CNTN2 | CO8A1 | Coagulation.Factor.IX | Coagulation.Factor.IXab | Coagulation.Factor.VII | Coagulation.Factor.X | Coagulation.Factor.XI | Cofilin.1 | Collectin.Kidney.1 | COMMD7 | complement.factor.H.related.5 | CONA1 | contactin.1 | Contactin.4 | Contactin.5 | COX.2 | CPNE1 | CRDL1 | Cripto | CRK | CRP | CRTAM | CSF.1 | CSK | CSK21 | CTACK | CTAP.III | CTGF | CTLA.4 | CXCL16.soluble | Cyclin.B1 | Cyclophilin.A | Cyclophilin.F | Cystatin.C | Cystatin.M | CYTD | CYTF | CYTN | Cytochrome.c | Cytochrome.P450.3A4 | CYTT | D.dimer | DAF | DAN | DAPK2 | DBNL | DC.SIGN | DcR3 | DEAD.box.protein.19B | DERM | Desmoglein.2 | DHH | discoidin.domain.receptor.1 | Dkk.4 | DKK1 | DKK3 | DLC8 | DLL1 | DLRB1 | DMP1 | DnaJ.homolog | dopa.decarboxylase | DR3 | DR6 | DRAK2 | DRG.1 | DRR1 | DSC3 | Dtk | DUS3 | Dynactin.subunit.2 | ECM1 | EDA | EDAR | EF.1.beta | EG.VEGF | eIF.5 | eIF.5A.1 | Elafin | Elastase | EMAP.2 | EMR2 | Endocan | Endoglin | Endostatin | Endothelin.converting.enzyme.1 | ENPP7 | Enterokinase | ENTP5 | Eotaxin | EP15R | EphA1 | EPHA3 | EphA5 | EPHAA | EPHB2 | EphB6 | Ephrin.A4 | Ephrin.A5 | Ephrin.B3 | EPI | Epithelial.cell.kinase | EPO.R | ER | ERBB1 | ERBB2 | ERBB3 | ERBB4 | ERK.1 | ESAM | Esterase.D | ETHE1 | FABP | FABPE | Factor.B | Factor.I | FAK1 | FAM107B | Fas.ligand.soluble | FCAR | FCG2A.B | FCG3B | FCGR1 | FCN1 | FCN2 | FCRL3 | FER | Ferritin | FETUB | FGF.10 | FGF.12 | FGF.16 | FGF.18 | FGF.19 | FGF.20 | FGF.4 | FGF.5 | FGF.6 | FGF.8A | FGF7 | FGFR.2 | FGFR.3 | FGFR4 | FGR | Fibrinogen | Fibrinogen.g.chain.dimer | Ficolin.3 | FLRT1 | Flt.3 | Flt3.ligand | FN1.4 | Fractalkine.CX3CL.1 | FSH | FST | FSTL3 | Fucosyltransferase.3 | FUT5 | FYN | G.CSF.R | GA733.1.protein | Galectin.2 | Galectin.3 | Galectin.4 | Galectin.8 | GAPDH.liver | GASP.2 | GCKR | GCP.2 | GDF.11 | GDF.9 | GDF2 | Gelsolin | GFAP | GFRa.1 | GFRa.2 | GIB | GIIE | GITR | Glucagon | Glucocorticoid.receptor | Glutamate.carboxypeptidase | Glutathione.S.transferase.Pi | Glypican.3 | GM.CSF | GNS | GOT1 | gp130.soluble | GP1BA | GPC2 | GPC5 | gpIIbIIIa | GPNMB | GPVI | Granulysin | granzyme.A | Granzyme.B | Granzyme.H | GRN | Gro.a | Gro.b.g | Growth.hormone.receptor | GSK.3.alpha.beta | GV | H6ST1 | HAI.1 | Haptoglobin.Mixed.Type | Hat1 | HCC.1 | HCC.4 | HCG | HCK | HDAC8 | HDGR2 | Hemopexin | Heparin.cofactor.II | HGF | HGFA | HINT1 | HIPK3 | Histone.H1.2 | Histone.H2A.z | HIV.2.Rev | HMG.1 | HMGR | hnRNP.A.B | hnRNP.A2.B1 | hnRNP.K | HNRPQ | HO.2 | HPG. | HPLN1 | HPV.E7.Type.16 | HRG | HSP.40 | HSP.60 | HSP.70 | HSP.90a.b | HTRA2 | HVEM | I.309 | I.TAC | ICOS | IDE | IDS | IDUA | IF4A3 | IFN.g | IFN.g.R1 | IFN.lambda.1 | IFN.lambda.2 | IgD | IgE | IGF.I | IGF.I.sR | IGF.II.receptor | IGFBP.1 | IGFBP.2 | IGFBP.3 | IGFBP.4 | IGFBP.5 | IGFBP.6 | IGFBP.7 | IgG | IgM | IL.1.R.AcP | IL.1.R4 | IL.1.sRI | IL.10 | IL.11 | IL.11.RA | IL.12.Rb1 | IL.12.RB2 | IL.13 | IL.13.Ra1 | IL.15.Ra | IL.16 | IL.17 | IL.17.RC | IL.17.RD | IL.17.sR | IL.17B | IL.17B.R | IL.17D | IL.17E | IL.17F | IL.18.BPa | IL.18.Ra | IL.19 | IL.1a | IL.1F7 | IL.1Rrp2 | IL.2 | IL.2.sRa | IL.2.sRg | IL.20 | IL.20.Ra | IL.22 | IL.22BP | IL.23 | IL.23.R | IL.27 | IL.3 | IL.3.Ra | IL.34 | IL.4 | IL.4.sR | IL.5.Ra | IL.6 | IL.6.sRa | IL.7 | IL.7.Ra | IL.8 | IL22RA1 | IL24 | ILT.2 | ILT.4 | IMB1 | IMDH1 | IMDH2 | ING1 | Insulin | Integrin.a1b1 | Integrin.aVb5 | IP.10 | IR | ITI.heavy.chain.H4 | JAG1 | JAG2 | JAK2 | JAM.B | JAM.C | JAML1 | JNK2 | K.ras | Kallikrein.11 | kallikrein.12 | kallikrein.13 | Kallikrein.4 | kallikrein.5 | Kallikrein.6 | Kallikrein.7 | kallikrein.8 | Kallistatin | Karyopherin.a2 | Keratin.18 | KI2L4 | KI3L2 | KI3S1 | KIF23 | Kininogen.HMW | KIRR3 | KLRF1 | KPCI | KPCT | KREM2 | Ku70 | KYNU | Lactoferrin | LAG.1 | LAG.3 | Lamin.B1 | Laminin | Layilin | LBP | LCK | LCMT1 | LD78.beta | LDH.H.1 | LEAP.1 | Leptin | LG3BP | LIF.sR | LIGHT | LIMP.II | LIN7B | Lipocalin.2 | LKHA4 | LRIG3 | LRP8 | LRRT1 | LRRT3 | LSAMP | Luteinizing.hormone | LY86 | LY9 | Lymphotactin | Lymphotoxin.a1.b2 | Lymphotoxin.a2.b1 | Lymphotoxin.b.R | LYN | LYNB | Lysozyme | LYVE1 | M2.PK | Macrophage.mannose.receptor | MAPK14 | MAPK2 | MAPK5 | MAPKAPK3 | MASP3 | MATK | MATN2 | MBD4 | MBL | MCP.1 | MCP.3 | MCP.4 | MDC | MDHC | MDM2 | MED.1 | MEPE | Mesothelin | Met | METAP1 | MFGM | MFRP | MIA | MICA | MICB | Midkine | MIF | MIP.1a | MIP.3a | MIP.3b | MIP.5 | MIS | MK01 | MK08 | MK11 | MK12 | MK13 | MMP.1 | MMP.10 | MMP.12 | MMP.13 | MMP.14 | MMP.2 | MMP.3 | MMP.7 | MMP.8 | MMP.9 | Mn.SOD | MO2R1 | Moesin | MP2K2 | MP2K4 | MPIF.1 | MRC2 | MSP | Myeloperoxidase | Myoglobin | Myokinase.human | NACA | NADPH.P450.Oxidoreductase | NAGK | NANOG | NAP.2 | NCAM.120 | NCAM.L1 | NCC27 | NCK1 | NDP.kinase.B | Nectin.like.protein.2 | NET4 | Neurotrophin.3 | Neurotrophin.5 | NG36 | NID2 | Nidogen | NKG2D | NKp30 | NKp46 | NLGNX | NMT1 | Nogo.Receptor | NOTC2 | Notch.1 | Notch.3 | NovH | NPS.PLA2 | Nr.CAM | NR1D1 | NRP1 | NRX1B | NRX3B | NSF1C | NUDC3 | NXPH1 | OCAD1 | Olfactomedin.4 | OLR1 | OMD | ON | OPG | OX2G | P.Selectin | p27Kip1 | PA2G4 | PACAP.38 | PAFAH | PAFAH.beta.subunit | PAI.1 | PAK3 | PAK7 | PAPP.A | paraoxonase.1 | PARC | PARK7 | PBEF | PCNA | PCSK7 | PCSK9 | PD.L2 | PDE11 | PDE3A | PDE5A | PDE7A | PDGF.AA | PDGF.BB | PDGF.CC | PDGF.Rb | PDK1 | PDPK1 | Periostin | PERL | Peroxiredoxin.1 | Peroxiredoxin.6 | Persephin | PESC | PF.4 | PFD5 | PGCB | PGP9.5 | PGRP.S | PH | PHI | phosphoglycerate.kinase.1 | Phosphoglycerate.mutase.1 | PIGR | PIK3CA.PIK3R1 | PKB.a.b.g | PKC.A | PKC.B.II | PKC.Z | Plasmin | Plasminogen | PLCG1 | PlGF | PLK.1 | PLPP | PLXC1 | PPAC | PPase | PPID | PPIE | Prekallikrein | PRKACA | PRL | Prolactin.Receptor | prostatic.binding.protein | Protease.nexin.I | Protein.C | Protein.disulfide.isomerase | Protein.disulfide.isomerase.A3 | Proteinase.3 | PSA | PSA.ACT | PSA1 | PSA2 | PSA6 | PSD7 | PSMA | PSME1 | PSME3 | pTEN | PTH | PTHrP | PTK6 | PTN | PTP.1B | PTP.1C | PYY | Rab.GDP.dissociation.inhibitor.beta | RAC1 | RAD51 | RAN | RANTES | RAP | Rb | RBM39 | RBP | RELT | Renin | resistin | RET | RGM.C | RGMA | RGMB | ROBO2 | ROBO3 | ROR1 | RPS6KA3 | RS3 | RS7 | RSK.like.protein.kinase | RSPO2 | RTN4 | RUXF | SAA | SAP | SARP.2 | SBDS | sCD163 | sCD4 | SCF.sR | SCGF.alpha | SCGF.beta | SDF.1 | sE.Selectin | SE6L2 | Secretin | Semaphorin.3A | Semaphorin.3E | Semaphorin.6A | SEPR | SET | sFRP.3 | SGTA | SH21A | SHBG | SHC1 | SHP.2 | Sialoadhesin | sICAM.1 | sICAM.2 | sICAM.5 | SIG14 | Siglec.3 | Siglec.6 | Siglec.7 | Siglec.9 | SKP1 | sL.Selectin | SLAF6 | SLAF7 | sLeptin.R | SLIK5 | SLPI | SNAA | SOD | Somatostatin.28 | Sonic.Hedgehog | SORC2 | Sorting.nexin.4 | SP.D | SPARCL1 | Sphingosine.kinase.1 | SPHK2 | SPINT2 | Spondin.1 | SPTA2 | sRAGE | sRANKL | SRCN1 | SREC.I | SREC.II | SSRP1 | ST4S6 | Stanniocalcin.1 | sTie.1 | sTie.2 | STRATIFIN | Stress.induced.phosphoprotein.1 | STX1a | suPAR | TAFI | TAJ | TAK1.TAB1 | TARC | tau | TBK1 | TBP | TCCR | TCPTP | TCTP | TEC | TECK | Tenascin | Testican.1 | Testican.2 | TF | TFF3 | TFPI | TGF.b.R.II | TGF.b.R.III | TGF.b1 | TGF.b2 | Thrombin | Thrombopoietin.Receptor | Thrombospondin.1 | Thymidine.kinase | Thyroglobulin | Thyroxine.Binding.Globulin | TIG2 | TIMD3 | TIMP.1 | TIMP.2 | TIMP.3 | TLR4.MD.2.complex | TNF.a | TNF.b | TNF.sR.I | TNF.sR.II | TNFSF15 | TNFSF18 | TNR4 | Topoisomerase.I | tPA | TPSB2 | TPSG1 | TRAIL.R4 | transcription.factor.MLR1.isoform.CRA_b | Transketolase | TrATPase | Triosephosphate.isomerase | TrkA | TrkB | TrkC | Tropomyosin.1.alpha.chain | Tropomyosin.2 | TRY3 | Trypsin | Trypsin.2 | TS | TSG.6 | TSH | TSLP | TSLP.R | TSP2 | TSP4 | TWEAK | TWEAKR | TXD12 | UB2L3 | UBC9 | UBE2N | Ubiquitin.1 | UFC1 | UFM1 | ULBP.1 | ULBP.2 | ULBP.3 | UNC5H3 | UNC5H4 | uPA | URB | Vasoactive.Intestinal.Peptide | VCAM.1 | VEGF | VEGF.C | VEGF.sR2 | VEGF.sR3 | VEGF121 | WFKN2 | WIF.1 | WNT7A | X14.3.3 | X3HIDH | X4.1BB | X4.1BB.ligand | X41 | X4EBP2 | X6.Phosphogluconate.dehydrogenase | X6Ckine | XEDAR | XPNPEP1 | XTP3A | YES | ZAP70 | Fast.Progression |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 100080 | 142 | 141 | 2/17/2015 | 5/3/2010 | 0 | 1751 | 57.4 | 68 | 64 | 9 | 1946 | Female | 1358 | PD | 2.770263 | 3.352511 | 3.179236 | 3.846733 | 2.303628 | 2.814714 | 2.601408 | 3.090399 | 3.901742 | 2.547036 | 3.290235 | 2.760498 | 2.581722 | 2.564903 | 3.822332 | 4.593109 | 3.462503 | 2.955592 | 3.459784 | 3.827369 | 3.574818 | 4.030539 | 4.076972 | 3.370032 | 4.949672 | 3.610894 | 5.152935 | 3.560648 | 2.755418 | 2.736237 | 3.491558 | 4.371088 | 4.057202 | 2.190892 | 3.609370 | 2.638888 | 2.824972 | 2.610554 | 3.958975 | 3.257294 | 2.857031 | 3.409104 | 4.370260 | 3.925771 | 3.974576 | 4.869780 | 4.172810 | 4.097431 | 3.834096 | 4.209459 | 5.140156 | 5.007874 | 3.451648 | 2.987175 | 2.847141 | 3.522744 | 2.894150 | 3.010893 | 3.300943 | 2.846832 | 5.144554 | 2.827369 | 3.568331 | 3.822835 | 2.479287 | 3.759434 | 2.405005 | 3.540430 | 2.580925 | 3.033946 | 3.360896 | 2.524266 | 2.528274 | 2.769968 | 2.616370 | 3.015234 | 2.891035 | 3.248954 | 2.967267 | 3.043559 | 3.904445 | 3.242517 | 3.193403 | 3.103735 | 3.374070 | 2.839478 | 3.078855 | 3.083646 | 4.488689 | 3.716195 | 3.442339 | 3.142765 | 2.943742 | 2.746556 | 2.419129 | 2.692583 | 2.749350 | 2.574031 | 3.205231 | 3.459030 | 3.222222 | 3.310205 | 3.136562 | 3.836153 | 3.729675 | 4.168830 | 3.123362 | 3.909021 | 3.277701 | 2.976029 | 2.694078 | 3.818094 | 4.179489 | 2.791410 | 3.253023 | 3.622618 | 4.851012 | 3.297957 | 3.731323 | 4.714093 | 3.294554 | 4.162352 | 4.480692 | 4.077470 | 3.014226 | 3.437053 | 3.713575 | 2.431203 | 3.257271 | 2.775902 | 2.863323 | 4.610004 | 2.416141 | 4.099605 | 3.369828 | 2.179264 | 3.022181 | 3.346373 | 3.536748 | 2.565021 | 3.880282 | 4.362795 | 2.221153 | 3.619125 | 3.091210 | 3.363950 | 3.401556 | 2.816573 | 3.317332 | 3.464326 | 3.346979 | 3.697474 | 3.701637 | 3.130912 | 3.048752 | 3.677333 | 3.343901 | 4.305186 | 2.390759 | 2.743039 | 3.435956 | 3.358239 | 3.340860 | 2.537945 | 2.656002 | 2.677151 | 3.232335 | 3.242715 | 3.768749 | 3.196618 | 3.065131 | 2.255031 | 3.968086 | 2.399501 | 2.294025 | 4.738297 | 2.805161 | 3.407646 | 3.263068 | 4.071584 | 2.845842 | 4.211854 | 2.235528 | 2.659060 | 3.487350 | 4.437007 | 2.551328 | 4.101163 | 3.084004 | 2.696968 | 4.188174 | 4.011012 | 2.937217 | 4.108054 | 3.440358 | 4.156637 | 3.880276 | 3.476034 | 2.885474 | 2.578066 | 2.694166 | 3.751818 | 2.789016 | 3.270981 | 3.484072 | 3.543373 | 2.611829 | 4.048888 | 4.073902 | 2.797752 | 3.211974 | 3.732088 | 2.842360 | 3.191647 | 4.130073 | 3.419295 | 2.322426 | 4.095699 | 2.582063 | 5.020362 | 3.988728 | 3.340543 | 3.730572 | 3.565293 | 2.787744 | 3.114044 | 3.286838 | 4.277114 | 4.105922 | 4.192629 | 4.184652 | 3.129497 | 3.515384 | 3.238071 | 3.416607 | 2.855943 | 3.019324 | 3.354051 | 4.786744 | 2.957176 | 2.406370 | 3.702784 | 4.049233 | 3.693120 | 2.784974 | 3.155852 | 3.774765 | 2.477700 | 2.763578 | 2.636488 | 3.972712 | 3.878826 | 4.177202 | 4.490786 | 2.601625 | 2.638090 | 3.164353 | 3.357801 | 2.671173 | 4.401039 | 3.315529 | 3.007065 | 3.185117 | 2.525692 | 3.398600 | 3.966123 | 3.740339 | 2.658870 | 3.715853 | 2.525045 | 3.016783 | 3.298657 | 4.686290 | 4.284054 | 3.435908 | 2.263636 | 3.685643 | 4.053708 | 2.668759 | 3.875698 | 2.156246 | 2.944779 | 2.590173 | 4.140153 | 3.259880 | 3.111498 | 3.645009 | 2.845656 | 3.218352 | 3.621187 | 2.439333 | 3.110825 | 4.567138 | 2.502700 | 2.841735 | 2.044932 | 4.485311 | 3.391464 | 4.115058 | 3.508018 | 3.452645 | 2.871456 | 4.338638 | 4.780559 | 2.294025 | 3.424669 | 2.810837 | 2.247237 | 3.615950 | 3.158061 | 2.411788 | 3.902601 | 4.010978 | 2.777499 | 2.938820 | 2.931153 | 3.706846 | 2.310056 | 2.353916 | 3.332075 | 2.560146 | 3.924450 | 2.700098 | 2.384353 | 3.208334 | 2.732715 | 2.370328 | 3.154880 | 2.792672 | 2.721646 | 3.017576 | 2.695307 | 5.133902 | 4.832668 | 3.140319 | 2.903578 | 3.614887 | 2.891259 | 4.724772 | 3.791248 | 3.917006 | 2.912860 | 3.825433 | 2.634377 | 3.899656 | 3.748638 | 2.849296 | 2.678609 | 2.767898 | 4.104070 | 3.101541 | 2.565376 | 4.844418 | 2.760875 | 2.757244 | 3.395955 | 2.763653 | 3.097604 | 3.269583 | 3.166134 | 2.828853 | 3.187605 | 3.906615 | 2.862310 | 2.369030 | 2.771955 | 3.246843 | 1.971276 | 3.089693 | 3.974480 | 3.039335 | 4.101396 | 3.558301 | 3.845575 | 4.054307 | 3.004020 | 2.375846 | 2.839227 | 4.073311 | 3.996936 | 3.743690 | 3.263944 | 3.385141 | 2.271842 | 2.440594 | 4.436810 | 3.496362 | 2.866169 | 2.980549 | 4.023248 | 2.575419 | 2.407051 | 4.021913 | 3.856312 | 2.409933 | 3.983207 | 4.249223 | 3.875287 | 2.276232 | 3.458063 | 2.854245 | 2.631849 | 3.244500 | 2.956649 | 3.725430 | 3.596916 | 2.924124 | 3.317436 | 3.307475 | 2.219060 | 4.661780 | 2.572872 | 3.649179 | 4.129151 | 2.368844 | 3.423704 | 2.623559 | 3.436401 | 3.057666 | 2.144574 | 3.381205 | 2.673113 | 4.027778 | 4.007167 | 4.498002 | 3.603188 | 2.638888 | 3.662437 | 3.415040 | 2.856729 | 3.667322 | 3.727004 | 2.938720 | 2.781109 | 2.955351 | 2.656098 | 2.468052 | 2.255996 | 2.695044 | 3.796484 | 3.190864 | 3.932930 | 4.531996 | 2.724522 | 4.709845 | 3.144574 | 3.957933 | 3.293583 | 2.945075 | 4.659200 | 4.463901 | 3.437069 | 4.850639 | 3.221727 | 3.745535 | 2.608954 | 2.419956 | 3.885819 | 2.534153 | 2.960090 | 2.903144 | 3.564974 | 3.028531 | 3.681648 | 2.287130 | 3.020734 | 2.697055 | 2.522183 | 2.423082 | 3.316934 | 2.617839 | 2.672652 | 2.994757 | 3.886959 | 3.920869 | 3.968511 | 2.948071 | 3.200194 | 2.985157 | 3.255272 | 2.960566 | 3.528029 | 2.661623 | 2.591176 | 3.048481 | 3.483758 | 2.434888 | 3.303606 | 3.045597 | 3.208334 | 2.809829 | 2.919706 | 2.603144 | 2.586587 | 3.044775 | 2.512951 | 4.364224 | 2.449478 | 2.626443 | 3.099853 | 2.749659 | 2.372175 | 3.581563 | 3.986906 | 4.082214 | 3.600068 | 3.527037 | 3.918251 | 2.085647 | 3.017117 | 3.102125 | 3.231826 | 3.988728 | 4.360896 | 3.197501 | 2.683227 | 4.193345 | 3.778310 | 3.505638 | 2.712902 | 2.609701 | 2.983987 | 2.871573 | 3.794132 | 3.208226 | 2.503246 | 2.550106 | 3.609904 | 2.973313 | 3.467194 | 4.745446 | 2.671543 | 2.575765 | 3.337619 | 3.504770 | 2.668293 | 2.955495 | 4.560745 | 2.521922 | 2.619615 | 3.394417 | 3.431010 | 3.333890 | 2.569491 | 2.831742 | 4.760028 | 2.759668 | 4.165188 | 2.882809 | 3.242790 | 3.244129 | 4.240067 | 2.749968 | 3.537806 | 3.452109 | 3.266631 | 3.876720 | 3.876247 | 2.748808 | 2.423737 | 2.745465 | 2.557387 | 2.622421 | 3.675201 | 2.956409 | 3.966461 | 3.389875 | 1.987219 | 2.167317 | 3.243460 | 3.645501 | 3.767712 | 3.576099 | 2.670060 | 2.311966 | 3.448165 | 3.846547 | 3.716529 | 4.417447 | 4.544933 | 2.696793 | 4.320090 | 3.730782 | 3.121790 | 3.765236 | 3.182243 | 3.096215 | 3.758632 | 2.402261 | 4.180278 | 2.909663 | 3.992297 | 2.741545 | 2.949975 | 2.717004 | 3.062507 | 4.457706 | 2.415307 | 2.698449 | 2.380392 | 2.810098 | 4.160454 | 3.339272 | 2.860458 | 2.934700 | 3.564654 | 2.604766 | 2.522575 | 4.145631 | 3.178545 | 3.064720 | 2.299725 | 2.811642 | 3.747777 | 4.214849 | 3.971188 | 3.113241 | 2.729084 | 2.866405 | 3.113208 | 2.625107 | 2.557868 | 3.062544 | 2.775829 | 3.029952 | 3.505638 | 3.006766 | 3.093176 | 3.020982 | 4.462254 | 4.658439 | 3.118959 | 3.152930 | 3.673436 | 4.789697 | 3.320312 | 3.320603 | 3.530993 | 4.291819 | 3.455804 | 4.569796 | 3.870140 | 3.402485 | 2.737272 | 2.307282 | 3.423737 | 4.085080 | 2.727216 | 3.657992 | 2.972110 | 4.069783 | 3.388403 | 2.945469 | 2.574957 | 2.307710 | 3.359038 | 3.306939 | 3.415124 | 2.874772 | 2.663418 | 3.440594 | 2.780749 | 3.659289 | 3.244623 | 2.670524 | 4.256145 | 2.966095 | 2.897187 | 3.625004 | 4.258441 | 2.554731 | 2.811106 | 2.970068 | 3.000521 | 2.829175 | 2.746167 | 4.157910 | 3.073572 | 2.251151 | 3.425387 | 4.026190 | 4.185613 | 4.220474 | 3.541479 | 3.757411 | 3.225516 | 3.268625 | 2.739651 | 3.157698 | 3.561995 | 2.575188 | 3.206772 | 2.960423 | 3.877866 | 2.333246 | 3.743643 | 2.998956 | 3.059033 | 2.180413 | 3.333387 | 3.050766 | 3.571744 | 3.341632 | 3.339173 | 4.224352 | 2.553155 | 3.438590 | 4.275664 | 2.686189 | 4.019926 | 3.405654 | 3.301247 | 3.436910 | 2.815910 | 3.427324 | 2.853211 | 2.347330 | 2.617943 | 4.282572 | 2.705179 | 3.094890 | 3.254113 | 2.765743 | 3.437608 | 4.323089 | 3.704288 | 3.036629 | 3.517037 | 3.009833 | 3.509941 | 4.309394 | 3.723127 | 3.000391 | 2.828789 | 3.312918 | 2.790567 | 2.594613 | 2.269279 | 3.536987 | 2.910838 | 3.351487 | 4.525958 | 3.389644 | 3.073865 | 4.735920 | 3.797766 | 2.915716 | 3.357535 | 3.890605 | 3.393171 | 3.252416 | 2.337260 | 3.800738 | 3.276554 | 2.351603 | 3.897616 | 2.905850 | 2.887842 | 2.809829 | 2.623972 | 3.455925 | 3.207877 | 2.489255 | 2.754654 | 2.257679 | 2.970300 | 2.479143 | 3.120146 | 3.613937 | 3.770557 | 2.896967 | 4.434812 | 4.220477 | 3.460823 | 3.573857 | 3.744011 | 3.023211 | 3.170907 | 2.821645 | 3.022305 | 3.071845 | 3.053885 | 2.992863 | 3.036669 | 3.976762 | 4.444032 | 3.271726 | 3.585709 | 2.519172 | 3.061566 | 3.181043 | 3.212880 | 3.655676 | 2.511883 | 2.579441 | 4.912427 | 4.034580 | 3.683110 | 4.593013 | 3.578261 | 3.789404 | 3.414622 | 2.622318 | 4.299185 | 3.336059 | 2.982904 | 3.776534 | 4.620360 | 3.163966 | 2.464042 | 2.885191 | 3.468834 | 4.178594 | 2.985516 | 2.843793 | 3.626597 | 3.284724 | 3.264936 | 3.672126 | 3.930674 | 3.799113 | 2.042182 | 3.757624 | 2.952744 | 2.747645 | 4.206656 | 3.555143 | 2.162266 | 3.054498 | 4.334116 | 3.442636 | 3.812231 | 2.684127 | 4.593084 | 3.248047 | 3.569210 | 4.346296 | 3.828641 | 3.186221 | 2.694517 | 3.128011 | 2.428459 | 3.855519 | 4.738237 | 4.200100 | 3.876108 | 2.685921 | 3.069261 | 3.287936 | 2.250176 | 2.986234 | 3.329947 | 4.277488 | 3.717338 | 2.934852 | 2.848312 | 3.552157 | 3.372691 | 3.992408 | 3.310884 | 2.942455 | 3.920363 | 2.789369 | 3.862459 | 4.329361 | 3.069520 | 3.514189 | 3.123492 | 2.983626 | 2.714414 | 2.894538 | 3.203414 | 2.745075 | 3.996297 | 3.458895 | 3.384998 | 4.318656 | 3.417787 | 2.875409 | 3.153632 | 3.706709 | 4.903336 | 3.132292 | 4.474480 | 3.261881 | 2.394452 | 3.370975 | 2.546543 | 2.925724 | 2.974926 | 2.236033 | 4.710877 | 3.516284 | 3.842210 | 2.584331 | 2.843295 | 2.833657 | 3.707298 | 2.665206 | 2.678154 | 3.097153 | 3.969388 | 3.309140 | 2.819478 | 2.740915 | 3.274666 | 2.631342 | 3.583618 | 2.434888 | 5.049151 | 2.439333 | 4.618307 | 3.856294 | 3.861714 | 3.264582 | 2.875177 | 3.520208 | 2.904553 | 3.419791 | 2.730540 | 3.989463 | 3.019116 | 2.681874 | 3.098055 | 2.790144 | 2.431525 | 3.438938 | 4.081452 | 2.957176 | 2.391112 | 2.637890 | 3.260286 | 3.301854 | 3.482430 | 3.728695 | 4.225260 | 4.294089 | 3.618121 | 3.269723 | 2.473049 | 3.104862 | 3.590028 | 3.923627 | 3.538046 | 3.429106 | 2.499687 | 3.881727 | 4.187783 | 2.863382 | 3.975703 | 3.880213 | 2.665675 | 3.820911 | 3.492467 | 2.498173 | 3.887291 | 2.781684 | 2.520876 | 2.401400 | 4.426150 | 2.374198 | 3.973373 | 3.930842 | 3.251419 | 3.927406 | 4.182760 | 3.089658 | 3.876760 | 0 |
| 100528 | 131 | 140 | 1/29/2013 | 12/3/2010 | 1 | 788 | 0.0 | 75 | 75 | 16 | 1935 | Female | 2180 | PD | 2.953615 | 3.322839 | 3.101094 | 4.000143 | 2.205204 | 2.945715 | 2.532117 | 2.794767 | 3.873001 | 2.632153 | 3.397905 | 2.744918 | 2.605413 | 2.818885 | 3.661065 | 4.604507 | 3.431219 | 2.874250 | 3.387230 | 3.601517 | 3.600090 | 4.090085 | 4.098910 | 3.374345 | 4.810286 | 3.558084 | 5.140581 | 3.490997 | 2.649237 | 2.713407 | 3.537718 | 4.388094 | 3.984599 | 2.136403 | 3.647755 | 2.652343 | 2.871281 | 2.685563 | 3.954421 | 3.278205 | 2.829882 | 3.368863 | 4.088303 | 3.870784 | 3.657887 | 4.839094 | 3.986073 | 4.017159 | 3.779373 | 4.245115 | 5.150750 | 5.003920 | 3.586238 | 3.016950 | 2.833848 | 3.538599 | 2.685742 | 3.200659 | 3.407985 | 2.798858 | 4.641329 | 2.837210 | 3.599053 | 3.874267 | 2.604010 | 3.668991 | 2.433610 | 3.626505 | 2.539327 | 3.044461 | 3.133028 | 2.614686 | 2.402605 | 2.664172 | 2.566909 | 3.140665 | 2.904553 | 3.165007 | 2.943445 | 3.268859 | 3.543969 | 3.312135 | 3.288294 | 3.095413 | 3.546950 | 2.720573 | 2.925106 | 3.113040 | 4.469143 | 3.711166 | 3.837001 | 3.146407 | 2.960043 | 2.747878 | 2.507046 | 2.638888 | 2.745543 | 2.532117 | 3.444794 | 3.594801 | 2.737590 | 3.621239 | 3.266349 | 3.905391 | 3.447561 | 3.845334 | 2.980140 | 3.851387 | 2.942306 | 3.183156 | 2.621280 | 3.783775 | 3.860206 | 2.778224 | 3.386535 | 3.669001 | 4.944955 | 3.315698 | 3.677004 | 4.735628 | 3.055493 | 4.123433 | 4.462738 | 4.104839 | 2.846275 | 3.192874 | 3.518540 | 2.436163 | 3.218982 | 3.311351 | 3.046339 | 4.750996 | 2.242541 | 3.995569 | 3.399483 | 2.190332 | 3.034829 | 3.231342 | 3.510397 | 2.458789 | 3.806356 | 4.479231 | 2.238548 | 3.723554 | 3.232335 | 3.429251 | 3.520523 | 2.933234 | 3.425371 | 3.597684 | 3.516879 | 3.802021 | 3.931366 | 3.182186 | 3.033745 | 3.767431 | 3.505747 | 3.995442 | 2.412460 | 3.007364 | 3.881328 | 3.464609 | 3.380374 | 2.473487 | 2.713154 | 2.740757 | 3.257246 | 3.191647 | 3.712414 | 3.250347 | 3.356752 | 2.265996 | 3.965719 | 2.421110 | 2.290702 | 4.857018 | 2.873204 | 3.260191 | 2.901186 | 4.183176 | 2.936866 | 3.967173 | 2.225826 | 2.617420 | 3.638339 | 4.057700 | 2.551206 | 4.061566 | 2.852663 | 2.789299 | 4.214006 | 4.040163 | 2.836451 | 4.044301 | 3.284634 | 3.942097 | 3.718178 | 3.357954 | 2.795602 | 2.519434 | 2.681874 | 3.786730 | 2.650793 | 2.901949 | 3.435876 | 3.747155 | 2.582063 | 4.027019 | 4.098152 | 2.775028 | 3.281783 | 3.351584 | 2.990161 | 3.147584 | 3.737590 | 3.230857 | 2.201943 | 3.972453 | 2.603361 | 4.923090 | 3.717978 | 3.489959 | 3.862507 | 4.083667 | 3.080771 | 3.210479 | 3.219532 | 4.130031 | 4.219364 | 4.169460 | 4.135327 | 3.305803 | 3.554756 | 3.149773 | 3.222300 | 2.642069 | 2.770115 | 3.612784 | 4.794868 | 3.035950 | 2.402261 | 3.909085 | 4.138808 | 3.707621 | 2.747334 | 3.273626 | 3.381025 | 2.471878 | 2.782616 | 2.588272 | 4.007137 | 3.873117 | 3.856300 | 4.535131 | 2.680879 | 2.411788 | 3.128787 | 3.067703 | 2.772395 | 4.344259 | 3.317792 | 2.918712 | 3.259188 | 2.501333 | 3.407442 | 4.048737 | 4.034781 | 2.710963 | 3.605456 | 2.523747 | 3.233326 | 3.238924 | 4.763947 | 4.418979 | 3.193653 | 2.231724 | 3.746619 | 4.338349 | 2.635081 | 3.935729 | 1.992554 | 2.806926 | 2.564548 | 4.256133 | 3.306146 | 3.192540 | 3.693481 | 2.871748 | 2.939918 | 3.587767 | 2.459845 | 3.024198 | 4.381577 | 2.646404 | 2.754195 | 2.090258 | 4.298023 | 3.410170 | 4.003448 | 3.495086 | 3.387586 | 3.048170 | 4.188279 | 4.724608 | 2.252368 | 3.252489 | 2.829947 | 2.267172 | 3.912286 | 3.325885 | 2.442950 | 3.938695 | 3.826884 | 2.870989 | 2.608526 | 3.126781 | 3.419443 | 2.283527 | 2.135769 | 3.436767 | 2.443420 | 4.397886 | 2.590730 | 2.411620 | 2.671913 | 2.807197 | 2.362483 | 3.276370 | 2.292478 | 2.765594 | 3.097916 | 2.564666 | 5.102796 | 4.810953 | 2.979093 | 2.960661 | 3.574159 | 2.806383 | 4.750043 | 3.868186 | 3.918973 | 2.899328 | 3.901257 | 2.846151 | 3.789771 | 3.388350 | 2.830717 | 2.782902 | 2.647579 | 4.121662 | 3.128270 | 2.517460 | 4.823175 | 3.040681 | 2.940865 | 3.418517 | 2.780821 | 2.932677 | 3.181815 | 3.172223 | 2.920697 | 3.354819 | 3.916338 | 3.088526 | 2.360025 | 2.818160 | 3.427340 | 2.028164 | 3.041590 | 3.941437 | 2.909396 | 2.734560 | 3.462518 | 3.711225 | 4.031986 | 2.936966 | 2.335659 | 2.894316 | 3.737781 | 3.958998 | 3.619125 | 3.287354 | 3.545221 | 2.254790 | 2.449015 | 4.554033 | 3.431364 | 2.804889 | 2.804003 | 3.923280 | 2.543944 | 2.423410 | 4.082785 | 3.877901 | 2.455758 | 4.137288 | 4.536215 | 4.278056 | 2.266467 | 3.424931 | 2.757168 | 2.676511 | 3.193737 | 3.130366 | 3.599774 | 2.460748 | 2.989806 | 2.605305 | 3.108869 | 2.224015 | 4.106524 | 2.452093 | 3.417339 | 3.614127 | 2.462248 | 3.416774 | 2.512551 | 3.337519 | 3.095344 | 2.172019 | 3.181472 | 2.698536 | 3.828692 | 4.044696 | 4.293493 | 3.560194 | 2.655427 | 3.694860 | 3.586745 | 2.818951 | 3.910128 | 3.720118 | 3.111027 | 2.840043 | 3.039216 | 2.614792 | 2.389875 | 2.235276 | 2.430559 | 3.011232 | 3.205556 | 4.009918 | 4.439437 | 2.975110 | 4.954028 | 2.999348 | 3.987438 | 3.227758 | 3.036589 | 4.784499 | 4.344194 | 4.030284 | 4.626559 | 3.535914 | 3.719016 | 2.606059 | 2.431846 | 3.871993 | 2.647285 | 3.051037 | 2.873379 | 3.484997 | 3.043441 | 3.374602 | 2.307496 | 3.102365 | 2.686547 | 2.553276 | 2.411956 | 3.289277 | 2.794000 | 2.561817 | 3.017117 | 4.082495 | 4.155631 | 3.844937 | 2.760724 | 3.282781 | 3.066810 | 3.306168 | 3.017701 | 3.621072 | 2.686547 | 2.523486 | 3.305480 | 3.836008 | 2.378761 | 3.374803 | 3.340226 | 3.252683 | 2.887786 | 2.947140 | 2.629817 | 3.261762 | 3.516125 | 2.677881 | 4.547339 | 2.237292 | 2.521530 | 3.069187 | 2.714246 | 2.303844 | 3.658946 | 4.074937 | 4.036677 | 3.465472 | 3.468776 | 3.807467 | 2.067071 | 2.854306 | 3.720631 | 3.418119 | 3.931280 | 4.328347 | 3.200550 | 2.689220 | 4.193728 | 3.849100 | 3.584060 | 2.722058 | 2.730298 | 2.991448 | 3.175802 | 3.921031 | 3.282894 | 2.509471 | 2.409595 | 3.642237 | 3.072544 | 3.552096 | 4.798321 | 2.675045 | 2.613736 | 3.399241 | 2.737590 | 2.660106 | 2.988024 | 4.629223 | 2.461949 | 2.603686 | 3.482030 | 3.231699 | 3.381025 | 2.053078 | 3.075875 | 4.709528 | 2.858778 | 4.280089 | 2.870697 | 3.350945 | 3.278319 | 4.561764 | 2.631342 | 3.490239 | 3.516020 | 3.181472 | 3.392152 | 3.615055 | 2.925518 | 2.950462 | 2.693199 | 2.550228 | 2.568788 | 3.951104 | 2.906335 | 3.919230 | 3.352183 | 2.017451 | 2.156246 | 3.285107 | 3.493458 | 3.696880 | 3.620927 | 2.564311 | 2.332438 | 3.508435 | 3.864292 | 3.406591 | 4.099256 | 4.760589 | 2.506911 | 4.086314 | 3.617032 | 2.942306 | 3.573324 | 2.788381 | 2.614264 | 3.759668 | 2.369587 | 4.179675 | 2.868115 | 3.997330 | 2.670524 | 2.858658 | 2.479719 | 3.221701 | 4.500810 | 2.351023 | 2.665581 | 2.384353 | 2.729327 | 4.027093 | 3.216113 | 3.089764 | 2.946108 | 3.626114 | 2.489677 | 2.743980 | 5.654998 | 3.198932 | 3.034629 | 2.250908 | 3.172865 | 3.602722 | 4.259264 | 3.901605 | 2.785472 | 2.805093 | 2.729327 | 2.767601 | 2.850095 | 2.619406 | 3.083932 | 2.980957 | 3.083180 | 3.525408 | 3.657419 | 3.411249 | 3.020403 | 4.456987 | 4.513250 | 3.057970 | 2.930134 | 3.361520 | 4.493492 | 3.346294 | 3.267547 | 3.640531 | 4.507467 | 3.288696 | 4.719031 | 3.946197 | 3.502536 | 3.000824 | 2.293804 | 3.101678 | 3.915695 | 2.641474 | 3.466764 | 3.336099 | 4.003839 | 3.310948 | 2.997605 | 2.590730 | 2.282622 | 3.279051 | 3.247482 | 3.336059 | 2.908646 | 2.653984 | 3.576940 | 2.946157 | 3.398131 | 3.417555 | 2.734400 | 4.249262 | 2.941263 | 2.870638 | 3.709829 | 4.221380 | 2.521007 | 2.975294 | 2.934397 | 3.088774 | 2.857935 | 2.649237 | 3.896702 | 3.051037 | 2.166430 | 3.460040 | 4.031138 | 4.024100 | 4.245026 | 3.527913 | 3.597882 | 3.159116 | 3.386303 | 2.746245 | 3.068074 | 3.737733 | 2.480151 | 3.237192 | 2.970626 | 4.394056 | 2.251151 | 3.852943 | 2.755341 | 2.881385 | 2.122216 | 3.495905 | 3.068631 | 3.636347 | 3.266114 | 3.361822 | 3.970393 | 2.596157 | 3.285152 | 3.979735 | 2.615529 | 4.097740 | 3.285107 | 2.915558 | 3.469056 | 3.122609 | 3.626915 | 3.033223 | 2.348500 | 2.569140 | 3.826554 | 2.748498 | 3.090787 | 3.131330 | 2.924124 | 3.144885 | 4.170558 | 3.769311 | 2.965578 | 3.703610 | 2.960185 | 3.329255 | 3.984797 | 3.364514 | 2.920436 | 2.777354 | 3.323541 | 2.693375 | 2.588832 | 2.261976 | 3.641831 | 3.082031 | 3.965503 | 4.527328 | 3.204608 | 3.093352 | 4.574318 | 3.422327 | 2.898780 | 3.367263 | 3.949151 | 3.230985 | 3.227527 | 2.397592 | 3.626812 | 3.596817 | 2.342225 | 3.985031 | 2.958755 | 2.848989 | 2.912860 | 2.486005 | 3.482245 | 3.113876 | 3.623167 | 2.618780 | 2.629613 | 2.914766 | 2.403464 | 3.436735 | 3.533848 | 3.446149 | 3.023869 | 4.492864 | 4.101675 | 3.517869 | 3.864517 | 3.639546 | 3.022057 | 3.174263 | 2.451479 | 3.063521 | 3.214870 | 2.809021 | 3.286164 | 2.960090 | 3.947007 | 4.437820 | 2.981909 | 3.571115 | 2.520352 | 3.161338 | 2.948755 | 2.697316 | 2.988648 | 2.529815 | 2.625313 | 4.719207 | 3.416624 | 2.413132 | 4.487780 | 3.536987 | 3.636347 | 3.512444 | 2.669224 | 4.062386 | 3.405312 | 3.054000 | 3.856469 | 4.322296 | 3.230372 | 2.433450 | 2.950949 | 3.540955 | 4.204351 | 2.886716 | 2.797960 | 3.794871 | 3.359513 | 2.848374 | 3.976465 | 3.871620 | 3.684531 | 2.147985 | 3.673694 | 3.035310 | 2.724358 | 4.424030 | 3.736006 | 2.201124 | 3.061829 | 2.465977 | 3.524850 | 3.915046 | 2.797406 | 4.588726 | 3.525447 | 3.578295 | 4.501560 | 3.839830 | 3.214552 | 2.677789 | 3.155306 | 2.444201 | 3.599665 | 4.072397 | 4.186987 | 3.592676 | 2.663324 | 3.163787 | 3.509270 | 2.182415 | 2.871223 | 3.343527 | 3.913427 | 3.760287 | 2.735759 | 2.585009 | 3.641781 | 3.324344 | 3.940835 | 3.331852 | 2.959661 | 3.930985 | 2.681603 | 3.987367 | 4.328461 | 3.108057 | 3.433690 | 3.001258 | 2.967361 | 2.744215 | 2.661245 | 3.249247 | 2.704236 | 3.844937 | 3.396565 | 3.353031 | 4.518424 | 3.371751 | 2.800580 | 3.229042 | 3.856136 | 4.728250 | 4.234355 | 4.559562 | 3.870217 | 2.489114 | 2.982045 | 2.545060 | 2.804685 | 2.951774 | 2.272074 | 4.733334 | 3.695867 | 3.944394 | 2.691347 | 2.922206 | 2.774225 | 3.763383 | 2.470557 | 2.670339 | 3.142952 | 4.092113 | 3.349957 | 2.828144 | 2.609274 | 3.020278 | 2.584670 | 3.794544 | 2.460296 | 5.177389 | 2.314289 | 4.570934 | 3.923695 | 3.817413 | 3.267242 | 2.826269 | 3.558613 | 3.122019 | 3.469026 | 2.675045 | 4.111138 | 3.455895 | 3.196370 | 3.242939 | 2.999522 | 2.471145 | 3.453012 | 4.385883 | 2.876968 | 2.413970 | 2.816506 | 3.624715 | 3.380519 | 3.292433 | 3.811287 | 4.335899 | 4.236520 | 3.553264 | 2.596707 | 2.453471 | 3.138650 | 3.826477 | 3.795094 | 3.631697 | 3.565305 | 2.581267 | 4.170279 | 4.168571 | 3.044226 | 3.782988 | 3.523877 | 2.705265 | 3.969695 | 3.675063 | 2.461348 | 3.617451 | 2.755189 | 2.656865 | 2.411620 | 4.246462 | 2.362294 | 4.134983 | 4.143508 | 3.185712 | 3.765758 | 4.273862 | 3.083897 | 3.854525 | 1 |
| 100671 | 129 | 139 | 4/26/2012 | 4/27/2011 | 1 | 365 | 23.1 | 87 | 86 | 15 | 1925 | Female | 1500 | PD | 2.844229 | 3.121658 | 3.061716 | 3.887544 | 2.258637 | 3.030883 | 2.723291 | 3.029100 | 3.941273 | 3.042772 | 3.137607 | 2.849972 | 2.545307 | 2.877717 | 3.694667 | 4.418909 | 3.686967 | 2.792602 | 3.415924 | 3.927504 | 3.747800 | 4.016653 | 4.063881 | 3.314920 | 4.814726 | 3.612084 | 5.110504 | 3.417306 | 2.692230 | 2.817367 | 3.692371 | 4.370393 | 4.635746 | 2.358886 | 3.740078 | 3.228554 | 2.757092 | 2.735998 | 3.916564 | 3.195401 | 2.854427 | 3.456138 | 4.162146 | 3.896917 | 4.600522 | 4.654306 | 3.867497 | 3.919026 | 3.786475 | 4.486085 | 5.176190 | 5.153323 | 3.512964 | 2.975432 | 3.061867 | 3.525058 | 3.042890 | 2.991713 | 3.307196 | 2.773933 | 4.780288 | 2.906335 | 3.374547 | 3.761838 | 2.424555 | 3.852022 | 3.437988 | 3.421159 | 2.532372 | 2.951386 | 3.153541 | 2.565730 | 2.323665 | 2.769747 | 2.496930 | 3.099612 | 2.784689 | 3.123656 | 3.231036 | 3.016824 | 3.862674 | 3.333024 | 3.268063 | 3.067220 | 3.603285 | 3.247654 | 3.363085 | 3.129915 | 4.459709 | 3.694675 | 3.758866 | 3.038183 | 3.063371 | 2.693815 | 2.431846 | 2.489114 | 2.737272 | 2.744058 | 3.305717 | 3.498572 | 3.068037 | 3.316913 | 3.277724 | 3.366049 | 3.942147 | 3.946722 | 3.197859 | 3.851001 | 3.270562 | 2.976350 | 2.879383 | 3.725013 | 3.888112 | 2.704494 | 3.392943 | 3.512338 | 4.713344 | 3.246892 | 3.666359 | 4.607410 | 3.407968 | 4.077971 | 4.582138 | 3.950618 | 3.153571 | 3.525136 | 3.836470 | 2.479431 | 3.284431 | 3.085076 | 3.395938 | 4.556003 | 2.485295 | 4.184007 | 3.321950 | 2.815246 | 2.917190 | 3.745106 | 3.529174 | 2.527501 | 3.983698 | 4.429471 | 2.246006 | 4.127992 | 3.089658 | 3.422245 | 3.487138 | 2.936765 | 3.224921 | 3.661567 | 3.344746 | 3.896074 | 3.807102 | 3.064907 | 3.117172 | 3.759683 | 3.363837 | 3.960190 | 3.020154 | 2.894870 | 3.516218 | 3.326459 | 3.273395 | 2.789016 | 2.661245 | 2.645226 | 3.252295 | 3.255490 | 3.646227 | 3.229554 | 3.619479 | 2.367170 | 3.979976 | 2.414806 | 2.430720 | 4.551380 | 2.983130 | 3.303801 | 3.324817 | 4.053178 | 2.918816 | 4.396822 | 2.258398 | 2.573684 | 3.678008 | 4.050608 | 2.481443 | 3.918890 | 2.981003 | 2.700098 | 4.138543 | 3.981977 | 3.001344 | 4.045597 | 3.228041 | 4.181320 | 3.880808 | 3.432424 | 2.925673 | 2.681964 | 2.604658 | 3.698370 | 2.735679 | 2.991049 | 3.677999 | 3.798671 | 2.648555 | 4.104699 | 4.379746 | 2.835246 | 3.271307 | 3.869982 | 2.821579 | 3.183583 | 4.717526 | 3.363123 | 2.339849 | 3.998756 | 2.464341 | 4.971257 | 4.160954 | 3.459860 | 3.638449 | 4.025662 | 3.138271 | 3.435590 | 3.234391 | 4.327841 | 4.316886 | 4.177395 | 4.135835 | 3.261976 | 3.516707 | 3.263044 | 3.325864 | 2.821710 | 3.058426 | 3.434633 | 4.791002 | 3.066587 | 2.374932 | 4.061694 | 4.649535 | 3.733839 | 2.678882 | 3.250347 | 3.506519 | 2.677698 | 2.812245 | 2.494015 | 3.997565 | 3.776200 | 3.752701 | 4.589961 | 2.549249 | 2.463594 | 3.031812 | 3.523356 | 2.663795 | 4.285238 | 3.260429 | 3.079507 | 3.240799 | 2.475235 | 3.364945 | 4.096371 | 4.272837 | 2.775465 | 3.551712 | 2.580469 | 3.010130 | 3.159718 | 4.610446 | 4.336552 | 3.483986 | 2.365301 | 3.587520 | 4.302974 | 2.798996 | 3.710955 | 1.918030 | 2.838345 | 2.562531 | 4.090484 | 3.274135 | 3.189603 | 3.629899 | 3.025101 | 3.181986 | 3.550155 | 2.403292 | 2.974281 | 4.309602 | 2.548144 | 2.660865 | 2.012837 | 4.535795 | 3.449092 | 4.082103 | 3.377270 | 3.673445 | 3.043755 | 4.232234 | 4.684697 | 2.408749 | 3.294003 | 2.952647 | 2.352568 | 3.677981 | 3.067294 | 2.614581 | 3.879079 | 3.641008 | 2.878579 | 3.035390 | 2.901731 | 3.526171 | 2.299943 | 2.203033 | 3.405005 | 2.813581 | 3.981447 | 2.678154 | 2.456214 | 2.772542 | 2.791059 | 2.339054 | 3.337140 | 2.522966 | 3.147491 | 3.005995 | 2.882297 | 5.044982 | 4.803942 | 2.912063 | 2.897902 | 3.621353 | 2.852846 | 4.688221 | 3.667910 | 3.931229 | 2.831870 | 3.927052 | 2.601082 | 3.900438 | 3.844471 | 3.033062 | 2.762529 | 3.106225 | 4.125631 | 3.073205 | 2.540455 | 4.860364 | 2.855459 | 2.792392 | 3.348675 | 2.848066 | 3.225542 | 3.146531 | 3.207554 | 2.837652 | 3.150572 | 3.760649 | 2.829561 | 2.393575 | 2.855156 | 3.532525 | 1.962369 | 3.010045 | 3.975372 | 2.858597 | 2.784689 | 3.395519 | 3.710684 | 3.962137 | 3.099577 | 2.370513 | 2.924279 | 4.246688 | 3.994717 | 3.855979 | 3.490983 | 3.624612 | 2.319938 | 2.598353 | 4.335350 | 3.562626 | 3.290057 | 2.748963 | 4.135524 | 2.476542 | 2.399674 | 3.999865 | 4.100725 | 2.499824 | 4.101052 | 4.465780 | 3.683506 | 2.219060 | 3.464817 | 2.773274 | 2.977220 | 3.110859 | 3.034348 | 3.633125 | 2.509068 | 3.054958 | 3.003461 | 3.222795 | 2.303412 | 4.133683 | 2.513883 | 3.437782 | 3.782573 | 2.509337 | 3.319085 | 2.769599 | 3.364119 | 3.151584 | 2.150142 | 3.108700 | 2.774882 | 4.090255 | 4.060415 | 4.479607 | 3.693278 | 2.648458 | 3.528055 | 3.953388 | 2.830589 | 3.738035 | 3.603101 | 3.236814 | 2.853150 | 3.042260 | 2.783403 | 2.850279 | 2.328380 | 3.057780 | 2.279439 | 3.183697 | 3.832841 | 4.446832 | 3.066848 | 4.645026 | 3.070961 | 3.983982 | 3.206421 | 3.052732 | 4.489800 | 4.357376 | 3.304383 | 4.399262 | 3.506586 | 3.743118 | 2.572523 | 2.823474 | 3.852212 | 2.588832 | 3.113141 | 2.927165 | 3.449972 | 3.044148 | 3.475918 | 2.374382 | 3.066363 | 2.625827 | 2.871515 | 2.358506 | 3.039057 | 2.654754 | 2.675412 | 2.900913 | 3.974857 | 3.926553 | 3.879337 | 2.745777 | 3.106735 | 2.921166 | 3.235705 | 3.000087 | 3.567756 | 2.926497 | 2.554610 | 3.756636 | 3.080338 | 2.331630 | 3.222196 | 3.016992 | 3.211120 | 2.846461 | 2.889246 | 2.618571 | 2.513750 | 3.231954 | 2.672283 | 4.133504 | 2.218536 | 2.611192 | 3.151217 | 2.868233 | 2.428783 | 3.522105 | 4.005026 | 4.121205 | 3.436942 | 3.496030 | 3.949331 | 2.137671 | 3.119915 | 3.074743 | 3.561340 | 3.819800 | 4.302249 | 3.179724 | 2.812312 | 4.148461 | 3.764027 | 3.532155 | 2.787390 | 2.649530 | 2.976533 | 3.266796 | 3.881949 | 3.201424 | 2.570660 | 2.315341 | 3.495655 | 3.051384 | 3.498435 | 4.666845 | 2.716337 | 2.509337 | 3.296534 | 2.837273 | 2.808751 | 2.961801 | 4.556463 | 2.497897 | 2.634175 | 3.421374 | 3.534039 | 3.373739 | 2.096562 | 2.813381 | 4.741704 | 2.751510 | 4.186917 | 2.842172 | 3.336159 | 3.241297 | 4.609994 | 2.636087 | 3.425306 | 3.445012 | 3.309715 | 3.870064 | 3.743377 | 2.716754 | 2.493876 | 2.964542 | 2.638190 | 2.535168 | 3.771043 | 3.082175 | 3.770543 | 3.354473 | 1.951337 | 2.155336 | 3.297257 | 3.419510 | 3.792076 | 3.713314 | 2.617943 | 2.164353 | 3.306489 | 3.744582 | 3.822756 | 4.426695 | 4.521712 | 2.489114 | 4.522148 | 3.789954 | 3.182985 | 3.907352 | 3.140225 | 3.030316 | 3.610117 | 2.645717 | 4.194314 | 2.960138 | 3.507829 | 3.345922 | 3.075839 | 2.586024 | 3.242268 | 4.466245 | 2.408070 | 2.703807 | 2.481156 | 2.639984 | 3.943059 | 3.546296 | 2.930134 | 3.039731 | 3.784639 | 2.319522 | 2.826852 | 4.414836 | 3.345040 | 3.241820 | 3.099059 | 2.936966 | 3.822253 | 4.083420 | 4.070555 | 3.078203 | 2.734640 | 2.957032 | 2.790144 | 3.261049 | 2.627775 | 3.132548 | 2.826658 | 3.057476 | 3.465829 | 3.000478 | 3.271818 | 3.014647 | 4.399584 | 4.582434 | 3.031287 | 3.115577 | 3.569924 | 4.263139 | 3.219846 | 3.318356 | 3.599501 | 4.294654 | 3.520628 | 4.599842 | 4.015883 | 3.394609 | 3.165066 | 2.292920 | 4.007304 | 3.989058 | 2.649432 | 3.861260 | 3.022964 | 4.266584 | 3.305867 | 3.055684 | 2.594834 | 2.314920 | 3.320686 | 3.575604 | 3.524162 | 2.944137 | 2.668945 | 3.484926 | 2.901404 | 3.592154 | 3.107956 | 2.906227 | 4.145125 | 2.951483 | 2.823735 | 3.663079 | 4.211008 | 2.651084 | 2.874656 | 2.909235 | 3.037745 | 2.927883 | 2.751664 | 4.130803 | 3.071772 | 2.174932 | 3.422508 | 4.040950 | 4.588181 | 4.054961 | 3.479114 | 3.918413 | 2.861056 | 3.300530 | 2.856850 | 3.116973 | 3.632619 | 3.255272 | 3.100818 | 2.981003 | 4.293928 | 2.218273 | 4.081768 | 2.807603 | 3.063033 | 2.135769 | 3.357058 | 3.026737 | 3.556049 | 3.396182 | 3.301681 | 4.243829 | 2.615529 | 4.171317 | 4.915594 | 2.736874 | 4.129206 | 3.488156 | 3.277036 | 3.584862 | 2.845160 | 3.620563 | 3.085326 | 2.297979 | 2.719580 | 5.118152 | 2.622835 | 2.940616 | 3.403241 | 2.943692 | 3.173594 | 4.320128 | 3.785750 | 3.255104 | 3.591098 | 3.064608 | 3.621166 | 4.392644 | 4.021561 | 3.056142 | 2.804616 | 3.336320 | 2.580697 | 2.693639 | 2.306639 | 3.580765 | 2.918554 | 3.884563 | 4.401126 | 3.671737 | 3.213597 | 4.460010 | 3.709948 | 3.201233 | 3.236235 | 3.969467 | 3.400072 | 3.152227 | 2.337659 | 3.902351 | 3.406370 | 2.267406 | 3.861230 | 3.063033 | 2.776774 | 2.871865 | 2.573336 | 3.365357 | 3.148140 | 2.675503 | 3.240624 | 2.387568 | 2.975386 | 3.048791 | 3.256549 | 3.462533 | 3.779762 | 3.123819 | 4.477386 | 4.346181 | 3.381620 | 3.700868 | 4.222355 | 3.043794 | 3.185004 | 2.567262 | 3.100784 | 3.158694 | 2.976762 | 3.206259 | 2.914396 | 3.880682 | 4.313639 | 3.295391 | 3.602440 | 2.512818 | 3.124830 | 3.162505 | 2.796644 | 3.229426 | 2.519040 | 2.634175 | 4.741660 | 3.427892 | 2.820792 | 4.466442 | 3.856608 | 3.897165 | 3.621239 | 2.630936 | 4.325805 | 3.200303 | 2.869642 | 3.847357 | 4.332143 | 3.260215 | 2.424718 | 2.786183 | 3.418135 | 4.042245 | 2.877198 | 2.788875 | 3.602873 | 3.345256 | 2.870053 | 3.775778 | 4.002516 | 3.813261 | 1.993436 | 3.699768 | 2.904770 | 2.926445 | 3.960047 | 3.586711 | 2.418964 | 3.089623 | 4.520169 | 3.488734 | 3.792728 | 2.820858 | 4.861601 | 3.365806 | 3.506234 | 4.430693 | 4.005494 | 3.211734 | 2.777354 | 2.948706 | 2.307282 | 4.009948 | 4.292517 | 4.214221 | 4.029688 | 2.722881 | 3.283753 | 3.565718 | 2.468790 | 2.938119 | 3.262309 | 4.345682 | 3.837891 | 2.829304 | 2.687707 | 3.588944 | 3.480539 | 3.979771 | 3.170965 | 3.211414 | 4.104364 | 2.674769 | 3.893012 | 4.213621 | 3.213226 | 3.345080 | 3.585416 | 3.108328 | 2.739810 | 2.706035 | 3.119388 | 2.974696 | 4.080569 | 3.657400 | 3.360574 | 4.362390 | 3.401125 | 2.807400 | 3.203441 | 3.878464 | 4.676714 | 3.139281 | 4.538699 | 3.356332 | 2.728759 | 3.412158 | 2.513750 | 3.675192 | 2.826593 | 2.785970 | 4.674288 | 3.583947 | 3.887358 | 2.666424 | 2.842484 | 3.685034 | 3.561817 | 2.712566 | 2.860098 | 3.181071 | 4.042906 | 3.433738 | 2.824516 | 3.032296 | 3.043559 | 2.615950 | 3.551670 | 2.459091 | 5.084829 | 2.248709 | 4.680967 | 3.805242 | 4.000126 | 3.314183 | 2.762604 | 3.453594 | 3.024198 | 3.338576 | 2.662947 | 3.775108 | 3.040919 | 2.827498 | 3.156701 | 3.664266 | 2.470851 | 3.396513 | 4.204641 | 2.986593 | 2.494155 | 2.576687 | 3.635403 | 3.350539 | 3.444263 | 3.832835 | 4.249017 | 4.297690 | 3.704811 | 2.816241 | 2.390759 | 3.048286 | 3.656664 | 3.781080 | 3.539490 | 3.644439 | 2.643847 | 3.880734 | 4.185267 | 3.089340 | 3.708905 | 3.568554 | 2.866642 | 3.763053 | 3.691833 | 2.565494 | 4.032401 | 2.832892 | 2.528274 | 2.368844 | 4.418492 | 2.712060 | 4.232073 | 3.826133 | 3.282395 | 4.056558 | 4.329113 | 3.102056 | 3.735775 | 1 |
| 101690 | 140 | 139 | 9/14/2016 | 10/5/2011 | 0 | 1806 | 59.2 | 68 | 63 | 8 | 1948 | Male | 1964 | PD | 2.871164 | 3.251663 | 3.144854 | 3.934251 | 2.265996 | 2.670895 | 2.631647 | 2.833147 | 3.824523 | 2.521138 | 3.637810 | 2.780101 | 2.660486 | 2.746790 | 3.575465 | 4.606060 | 3.486388 | 2.865045 | 3.406046 | 3.769400 | 3.474537 | 4.088721 | 4.109784 | 3.386838 | 5.080719 | 3.608932 | 5.068577 | 3.865856 | 2.686368 | 2.884115 | 3.481686 | 4.383086 | 4.156364 | 2.093422 | 3.706453 | 2.743980 | 2.824841 | 2.697142 | 4.164317 | 3.156004 | 2.840106 | 3.380392 | 3.985952 | 3.813147 | 3.758503 | 4.789092 | 4.161149 | 4.267059 | 3.863132 | 4.335811 | 5.214506 | 5.093184 | 3.431106 | 3.063596 | 2.726483 | 3.578330 | 2.876333 | 3.180212 | 3.254959 | 2.836641 | 4.963150 | 3.326827 | 3.543596 | 4.047349 | 2.477844 | 3.697282 | 2.407391 | 3.592421 | 2.570776 | 3.113910 | 3.585156 | 2.516271 | 2.527114 | 3.085362 | 2.779452 | 2.869232 | 2.990871 | 2.989939 | 3.106667 | 3.096284 | 3.692459 | 3.412813 | 3.212161 | 3.144916 | 3.610543 | 2.848989 | 3.471614 | 3.175541 | 4.677889 | 3.751402 | 3.570298 | 3.430623 | 3.232996 | 2.842796 | 3.023623 | 2.821120 | 2.795463 | 2.666986 | 3.380591 | 3.558709 | 2.953760 | 3.434968 | 3.151125 | 3.648467 | 3.704082 | 4.139760 | 3.135927 | 3.841585 | 3.379922 | 2.898396 | 2.667640 | 3.851430 | 4.135517 | 2.826787 | 3.280260 | 3.790194 | 4.871370 | 3.264676 | 3.912801 | 4.800869 | 3.254572 | 3.847949 | 4.433703 | 4.058506 | 2.907680 | 3.260596 | 3.590061 | 2.388634 | 2.975340 | 3.852529 | 2.911690 | 4.600062 | 2.346157 | 3.740228 | 3.493486 | 2.252368 | 3.108328 | 3.349433 | 3.520156 | 2.523096 | 3.944936 | 4.292278 | 2.332438 | 3.828731 | 3.249247 | 3.326745 | 3.431444 | 2.910090 | 3.750045 | 3.522757 | 3.413384 | 3.683182 | 3.889655 | 3.171522 | 3.040879 | 3.835120 | 3.414890 | 4.185389 | 2.347135 | 2.854367 | 3.074194 | 3.324241 | 3.454951 | 2.623042 | 2.693727 | 2.747800 | 3.322550 | 3.240275 | 3.769680 | 3.222378 | 3.565352 | 2.313867 | 3.986485 | 2.439175 | 2.381115 | 4.963861 | 2.950900 | 3.151063 | 2.946894 | 4.000577 | 2.891314 | 4.170526 | 2.290702 | 2.684037 | 3.559512 | 4.521873 | 2.613736 | 4.039386 | 2.898835 | 2.699664 | 4.201834 | 4.044798 | 2.751125 | 4.108680 | 3.354800 | 3.987090 | 4.057248 | 3.408732 | 2.866996 | 2.630733 | 2.725094 | 3.820865 | 2.663795 | 2.830011 | 3.473020 | 3.587890 | 2.562174 | 3.983247 | 4.235170 | 2.796297 | 3.252270 | 3.623849 | 2.841547 | 3.168821 | 4.098436 | 3.368361 | 2.305136 | 4.082135 | 2.560146 | 4.951277 | 3.948066 | 3.293473 | 3.857953 | 4.160622 | 2.902329 | 3.336500 | 3.396949 | 4.304742 | 4.303358 | 4.211014 | 4.125582 | 3.065281 | 3.459573 | 3.195844 | 3.215056 | 2.703291 | 3.033102 | 3.348149 | 4.748500 | 2.931407 | 2.480151 | 3.533314 | 3.957665 | 3.785166 | 2.729084 | 3.179437 | 3.619250 | 2.586475 | 2.791199 | 2.617629 | 3.915563 | 3.825192 | 3.804017 | 4.407041 | 2.698883 | 2.406881 | 3.158543 | 3.306768 | 2.692847 | 4.287208 | 3.366255 | 3.000260 | 3.148140 | 2.552547 | 3.470793 | 3.908705 | 3.963486 | 2.691524 | 3.761161 | 2.673482 | 3.162773 | 3.398339 | 4.685892 | 4.392116 | 3.990308 | 2.323458 | 3.808008 | 4.324023 | 2.655619 | 3.621685 | 2.055760 | 2.831550 | 2.642069 | 4.070861 | 3.197143 | 3.120673 | 3.631007 | 2.854063 | 2.991802 | 3.444482 | 2.453012 | 2.996555 | 4.578144 | 2.980185 | 2.789510 | 2.065206 | 4.302201 | 3.373537 | 3.980590 | 3.578410 | 3.279142 | 3.301008 | 4.413826 | 4.738506 | 2.445448 | 3.435191 | 3.075218 | 2.270213 | 3.356924 | 2.989628 | 2.415641 | 3.901469 | 3.584908 | 2.861355 | 2.864630 | 3.065057 | 3.569526 | 2.389166 | 2.223756 | 3.283437 | 2.483587 | 4.017655 | 2.739730 | 2.448088 | 2.571359 | 2.715335 | 2.331630 | 3.096354 | 2.928191 | 2.849726 | 3.182329 | 2.746089 | 5.103294 | 4.869477 | 2.940915 | 2.880185 | 3.643985 | 2.845904 | 4.884236 | 3.847060 | 3.044265 | 2.939918 | 3.784453 | 3.035790 | 4.377639 | 3.705889 | 2.795741 | 2.683857 | 2.731024 | 4.148041 | 3.093387 | 2.705949 | 4.840756 | 3.052656 | 2.948071 | 3.192233 | 2.864036 | 2.922154 | 3.312410 | 3.137987 | 2.814780 | 3.221701 | 3.935316 | 2.886604 | 2.510277 | 2.891816 | 3.451955 | 1.979093 | 3.075729 | 3.859691 | 3.138429 | 2.770705 | 3.629002 | 3.607637 | 4.153385 | 3.074524 | 2.408918 | 2.883548 | 4.049962 | 4.041278 | 3.702723 | 3.324324 | 3.524824 | 2.332842 | 2.491502 | 4.489062 | 3.400175 | 3.515317 | 2.800305 | 3.989619 | 2.570893 | 2.488692 | 4.063652 | 4.448222 | 2.398287 | 3.919726 | 4.658236 | 3.461949 | 2.345570 | 3.460853 | 2.737113 | 2.636388 | 3.340722 | 3.090928 | 3.936760 | 2.642267 | 3.088526 | 2.463594 | 3.007748 | 2.322839 | 3.907857 | 2.521792 | 3.240075 | 3.428669 | 2.433450 | 3.470513 | 2.647969 | 3.440547 | 3.287443 | 2.144574 | 3.357210 | 2.694868 | 4.011676 | 3.953068 | 4.330511 | 3.612413 | 2.656098 | 3.807792 | 3.414255 | 2.844415 | 3.774517 | 3.804078 | 3.166430 | 2.757168 | 2.916349 | 2.804480 | 2.332236 | 2.302547 | 3.345668 | 2.969788 | 3.093597 | 4.153025 | 4.595982 | 2.626853 | 4.845984 | 2.941958 | 3.776338 | 3.116276 | 2.917243 | 4.728206 | 4.266958 | 3.345374 | 4.885228 | 3.748188 | 3.838931 | 2.659631 | 2.411283 | 3.971865 | 2.603686 | 2.947630 | 2.984752 | 3.591654 | 3.053616 | 3.292234 | 2.353532 | 3.161937 | 2.659155 | 2.854610 | 2.466868 | 3.648692 | 2.621488 | 2.714916 | 3.100612 | 3.938750 | 4.153425 | 4.141585 | 3.203686 | 3.311521 | 3.072911 | 3.394837 | 2.911477 | 3.507221 | 2.721068 | 2.481156 | 3.087817 | 3.599140 | 2.475526 | 3.298154 | 3.035990 | 3.206961 | 2.847573 | 2.996687 | 2.664360 | 2.604766 | 3.487294 | 2.582745 | 4.357943 | 2.295787 | 2.790496 | 3.062206 | 2.740284 | 2.342620 | 3.647451 | 4.069254 | 4.015540 | 3.384371 | 3.478292 | 3.858970 | 2.282622 | 3.017326 | 2.971137 | 3.256742 | 4.178617 | 4.462664 | 3.237041 | 3.007150 | 4.338646 | 3.768764 | 3.435111 | 2.842796 | 2.758761 | 3.042969 | 3.080374 | 4.077382 | 3.272723 | 2.571010 | 2.530456 | 3.695972 | 3.041037 | 3.418898 | 4.756171 | 2.751741 | 2.586137 | 3.144543 | 2.528274 | 2.700011 | 2.828531 | 4.695771 | 2.636187 | 2.666892 | 3.340464 | 3.362652 | 3.360745 | 2.049218 | 2.909930 | 4.929021 | 2.655427 | 4.020776 | 2.819149 | 3.365076 | 3.200932 | 4.486974 | 2.719414 | 3.377270 | 3.546000 | 3.044304 | 4.098270 | 4.358833 | 2.828402 | 2.501059 | 2.740678 | 2.626648 | 2.590396 | 3.770329 | 3.039097 | 4.026693 | 3.480711 | 2.054996 | 2.228913 | 3.306554 | 2.929879 | 3.754616 | 3.410575 | 2.587150 | 2.305136 | 3.484385 | 3.947149 | 3.669233 | 4.396991 | 4.661453 | 2.498999 | 4.380294 | 3.756864 | 3.051461 | 4.011147 | 2.844166 | 2.844912 | 3.754096 | 2.442636 | 4.125709 | 3.148603 | 4.022028 | 2.678791 | 2.918973 | 2.483872 | 3.124178 | 4.369019 | 2.430559 | 2.933133 | 2.428135 | 2.639586 | 4.204435 | 3.459739 | 3.094226 | 3.604701 | 3.665506 | 2.408410 | 2.878637 | 4.212097 | 3.156216 | 3.089304 | 2.256718 | 2.885361 | 3.527797 | 4.207209 | 3.932773 | 2.973082 | 2.753430 | 2.803730 | 2.708761 | 2.960233 | 2.778730 | 3.307881 | 2.708846 | 3.052502 | 3.554186 | 4.038394 | 3.240400 | 3.005995 | 4.347002 | 4.643579 | 3.230423 | 3.044853 | 3.431557 | 4.562242 | 3.474901 | 3.215796 | 3.893790 | 4.454528 | 3.365582 | 4.600471 | 3.799630 | 3.738574 | 3.012922 | 2.383277 | 3.428281 | 4.204923 | 2.864689 | 3.657075 | 3.128335 | 4.174426 | 3.387941 | 3.000608 | 2.687529 | 2.396896 | 3.293694 | 3.403755 | 3.603815 | 2.918030 | 2.735679 | 3.416774 | 2.966986 | 3.537668 | 3.297848 | 2.805433 | 4.326274 | 2.945911 | 2.898670 | 3.520090 | 4.474034 | 2.579212 | 2.854185 | 2.942603 | 3.048131 | 2.773347 | 2.626238 | 3.904981 | 2.995942 | 2.180699 | 3.364907 | 4.054291 | 4.103547 | 4.386654 | 3.598188 | 3.969015 | 2.871398 | 3.284949 | 2.779524 | 3.178718 | 3.609392 | 2.574610 | 3.332337 | 2.965860 | 4.279840 | 2.288025 | 3.684271 | 2.778658 | 3.024486 | 2.185825 | 3.568378 | 3.095065 | 3.613123 | 3.436163 | 3.375719 | 4.170227 | 2.557026 | 3.441617 | 4.105721 | 2.744684 | 4.157496 | 3.723135 | 3.136689 | 3.529802 | 2.848066 | 3.479446 | 2.830011 | 2.419129 | 2.539829 | 4.052998 | 2.702689 | 3.117570 | 3.256862 | 2.856124 | 3.708106 | 4.191557 | 3.792125 | 3.000000 | 3.639357 | 3.042615 | 3.476904 | 4.369774 | 3.717238 | 2.877544 | 2.791971 | 3.456290 | 2.714832 | 2.853698 | 3.213597 | 3.467119 | 2.842796 | 3.435908 | 4.433418 | 3.387941 | 3.096354 | 4.640129 | 3.718676 | 2.865222 | 3.322343 | 3.819939 | 3.211788 | 3.366460 | 2.437275 | 3.807948 | 3.318210 | 2.710456 | 3.827550 | 2.908967 | 2.835310 | 2.794976 | 2.508664 | 3.557880 | 3.105101 | 2.547405 | 2.678973 | 2.356599 | 2.966470 | 2.456821 | 3.093877 | 3.575892 | 3.496071 | 3.011401 | 4.381176 | 4.243251 | 3.632842 | 3.655993 | 3.805929 | 3.130977 | 3.443263 | 2.387746 | 2.963316 | 3.102502 | 2.985067 | 3.024609 | 3.061716 | 4.046437 | 4.492122 | 3.251273 | 3.652343 | 2.582745 | 3.059488 | 3.027553 | 2.647676 | 2.902003 | 2.436481 | 2.530840 | 4.629696 | 3.512377 | 3.542527 | 4.675950 | 3.600472 | 3.768372 | 3.535497 | 2.655619 | 4.145796 | 3.409747 | 3.066810 | 3.786915 | 4.527924 | 3.082857 | 2.458033 | 3.057628 | 3.429817 | 4.301037 | 2.937668 | 2.741860 | 3.794662 | 3.244104 | 2.745699 | 3.882889 | 4.212014 | 3.633196 | 2.097951 | 3.822312 | 3.001734 | 2.967361 | 4.152328 | 3.371696 | 2.191171 | 3.251541 | 4.668666 | 3.398253 | 3.775742 | 2.746945 | 4.556715 | 3.591932 | 3.553082 | 4.491549 | 3.778679 | 3.109579 | 2.739493 | 3.460642 | 2.598900 | 3.818958 | 3.720754 | 4.311173 | 3.851387 | 2.680517 | 3.097535 | 3.389609 | 2.239800 | 2.909556 | 3.453012 | 4.173591 | 3.687761 | 2.793301 | 2.589167 | 3.633155 | 3.486601 | 4.042808 | 3.402313 | 2.915189 | 3.912525 | 2.744528 | 3.819583 | 4.368963 | 3.120376 | 3.361010 | 3.040642 | 3.046339 | 2.714581 | 2.674034 | 3.376650 | 2.714581 | 3.936473 | 3.496071 | 3.397853 | 4.511965 | 3.351062 | 3.018368 | 3.187887 | 3.806445 | 4.923693 | 3.268812 | 4.449650 | 3.268742 | 2.431203 | 3.148479 | 2.576917 | 2.854488 | 2.960376 | 2.301030 | 4.728374 | 3.546456 | 3.911360 | 2.429591 | 2.747334 | 2.898176 | 3.818773 | 2.649237 | 2.698622 | 3.036629 | 3.949507 | 3.357344 | 2.849788 | 2.601951 | 3.554586 | 2.785116 | 2.965108 | 2.475381 | 5.002537 | 2.333447 | 4.615734 | 4.038529 | 3.857206 | 3.213916 | 2.899930 | 3.637139 | 2.973636 | 3.494530 | 2.722469 | 3.848060 | 2.817632 | 3.030842 | 3.233402 | 2.895533 | 2.437275 | 3.468746 | 4.166874 | 2.733037 | 2.394802 | 2.665769 | 3.516324 | 3.226858 | 3.255031 | 3.666902 | 4.179443 | 4.278802 | 3.511616 | 2.920071 | 2.432969 | 2.987979 | 3.597531 | 3.849548 | 3.739754 | 3.373041 | 2.534153 | 4.060052 | 4.177095 | 2.862131 | 3.954768 | 3.783896 | 2.767304 | 3.837380 | 3.570858 | 2.525692 | 3.818483 | 2.819873 | 2.592510 | 2.802500 | 4.164757 | 2.496930 | 4.089043 | 3.829715 | 3.069224 | 3.841997 | 4.397365 | 3.058957 | 3.948853 | 0 |
| 101943 | 144 | 143 | 2/11/2015 | 12/8/2010 | 0 | 1526 | 50.0 | 62 | 58 | 4 | 1952 | Female | 0 | PD | 2.711723 | 3.366180 | 3.169557 | 3.804242 | 2.347915 | 2.627058 | 2.692935 | 2.806655 | 3.650939 | 2.473779 | 3.150941 | 3.204988 | 2.611086 | 2.643749 | 3.332398 | 4.626629 | 3.399933 | 2.785614 | 3.454464 | 3.820694 | 3.589804 | 3.920801 | 4.123064 | 3.323087 | 4.943632 | 3.614802 | 5.170493 | 3.866075 | 2.757927 | 2.931661 | 4.215957 | 4.377497 | 4.075682 | 2.224015 | 3.608258 | 2.712986 | 2.841610 | 2.663889 | 4.045362 | 3.189518 | 2.930694 | 3.465070 | 4.240993 | 3.922476 | 3.874551 | 4.751276 | 3.938985 | 3.870615 | 3.869513 | 4.495665 | 5.301210 | 5.191139 | 3.228144 | 2.992288 | 2.688687 | 3.497814 | 2.812713 | 3.098921 | 3.169880 | 2.866169 | 4.919799 | 2.896692 | 3.458169 | 3.882519 | 2.573104 | 3.665722 | 2.554126 | 3.621103 | 2.565376 | 3.220866 | 3.193347 | 2.489677 | 2.478278 | 2.572872 | 2.917820 | 2.979958 | 3.346588 | 3.077586 | 2.944038 | 3.186080 | 3.853589 | 3.390688 | 3.116674 | 3.087178 | 3.657906 | 2.943346 | 3.396844 | 3.019988 | 4.480204 | 3.594459 | 3.544651 | 3.323623 | 2.867173 | 2.859319 | 2.636087 | 2.489114 | 2.771661 | 2.523877 | 3.346177 | 3.384658 | 3.049334 | 3.474508 | 3.120541 | 3.902585 | 3.727435 | 3.815332 | 3.532130 | 3.879738 | 3.311839 | 3.106327 | 2.689753 | 3.862573 | 4.421795 | 2.784974 | 3.219637 | 3.650463 | 4.886739 | 3.331933 | 3.858411 | 4.757841 | 3.101575 | 4.080616 | 4.443640 | 4.021520 | 3.013511 | 3.684271 | 3.690816 | 2.356026 | 3.109815 | 3.363875 | 2.954821 | 4.300702 | 2.260310 | 3.429155 | 3.369809 | 2.615003 | 3.025674 | 3.428200 | 3.522874 | 2.445604 | 3.802144 | 4.110277 | 2.538699 | 4.043449 | 3.181443 | 3.361180 | 3.469144 | 2.894150 | 3.510679 | 3.670682 | 3.350287 | 3.570263 | 3.788190 | 3.118926 | 3.097951 | 3.966024 | 3.453731 | 4.083685 | 2.374015 | 2.859319 | 3.604528 | 3.428653 | 3.346118 | 2.503655 | 2.649432 | 2.727297 | 3.264700 | 3.213066 | 3.799154 | 3.178401 | 3.398027 | 2.282169 | 3.932149 | 2.498311 | 2.374748 | 4.930010 | 2.798927 | 2.949488 | 2.897352 | 3.911147 | 2.829947 | 4.129448 | 2.301898 | 2.981683 | 3.534280 | 4.534340 | 2.582518 | 4.110687 | 2.995679 | 3.019615 | 4.233897 | 4.074901 | 3.009578 | 4.111262 | 3.404492 | 4.141243 | 3.787361 | 3.476382 | 2.979958 | 2.569725 | 2.775974 | 3.848318 | 2.783189 | 3.009876 | 3.399829 | 3.445137 | 2.659726 | 3.924109 | 4.750628 | 2.787177 | 3.188563 | 3.679646 | 2.830139 | 3.117901 | 4.030345 | 3.322012 | 2.468200 | 4.071396 | 2.524656 | 4.963452 | 3.982610 | 3.307753 | 3.571953 | 3.515225 | 2.907250 | 2.598243 | 3.234618 | 4.188284 | 3.616181 | 4.178991 | 4.141917 | 3.055417 | 3.517037 | 3.145756 | 3.310608 | 2.676968 | 2.846585 | 3.409291 | 4.906396 | 2.864808 | 2.624282 | 3.595739 | 4.192765 | 3.501183 | 2.685383 | 3.909021 | 3.544515 | 2.561101 | 2.789369 | 2.569140 | 4.283936 | 3.798236 | 3.941571 | 4.411576 | 2.626956 | 2.461649 | 3.155457 | 3.216957 | 2.588048 | 4.470400 | 3.269676 | 2.934751 | 3.064608 | 2.524136 | 3.320562 | 3.837948 | 3.900531 | 2.681603 | 3.607401 | 2.379306 | 2.886885 | 3.432937 | 4.742407 | 4.384240 | 3.942920 | 2.541953 | 3.671488 | 4.198368 | 2.813981 | 3.847974 | 2.101747 | 2.759970 | 2.504471 | 4.215048 | 3.215320 | 3.128528 | 3.625601 | 2.973035 | 3.320167 | 3.448552 | 2.442480 | 2.996380 | 4.546317 | 2.589167 | 2.836577 | 2.162863 | 4.458420 | 3.376504 | 3.769333 | 3.460206 | 3.350248 | 3.044108 | 4.311383 | 4.878965 | 2.310481 | 3.430188 | 2.893873 | 2.255272 | 3.387283 | 3.392697 | 2.440909 | 3.693876 | 3.810125 | 2.978272 | 3.008515 | 2.769377 | 3.409595 | 2.322426 | 2.219846 | 3.165333 | 2.455910 | 3.207338 | 2.659726 | 2.397592 | 2.974880 | 2.960994 | 2.300161 | 3.105408 | 2.528917 | 2.785259 | 3.173274 | 2.694693 | 5.124318 | 4.826887 | 3.099197 | 2.865933 | 3.588988 | 2.830845 | 4.787311 | 3.759849 | 3.828215 | 3.025634 | 3.831159 | 2.596377 | 3.812967 | 3.744418 | 2.917978 | 2.579669 | 2.850830 | 4.084826 | 3.054843 | 2.594945 | 4.824316 | 3.018950 | 2.877717 | 3.216957 | 2.779091 | 2.814114 | 3.355222 | 3.071366 | 2.775902 | 3.319585 | 4.025560 | 2.837715 | 2.389343 | 2.807941 | 3.086609 | 1.909021 | 3.107108 | 3.738852 | 2.924021 | 2.660581 | 3.557098 | 3.788861 | 4.077847 | 3.003977 | 2.426349 | 2.763353 | 4.080904 | 3.969728 | 3.711967 | 3.499165 | 3.687315 | 2.297323 | 2.494433 | 4.478435 | 3.535522 | 3.387888 | 3.198300 | 4.015511 | 2.563481 | 2.465383 | 4.066561 | 4.335348 | 2.305566 | 3.924062 | 4.706188 | 4.155907 | 2.388634 | 3.419361 | 2.746401 | 2.806112 | 3.224507 | 3.021727 | 3.694131 | 2.590396 | 2.923607 | 2.946010 | 3.117205 | 2.235781 | 4.288759 | 2.516535 | 3.318481 | 3.679346 | 2.422426 | 3.623229 | 2.539327 | 3.352742 | 4.349668 | 2.129045 | 3.306146 | 2.661150 | 5.011144 | 3.949731 | 4.448009 | 3.540317 | 2.662475 | 3.687627 | 3.807893 | 2.768564 | 3.713281 | 3.710270 | 3.213757 | 2.637089 | 2.813114 | 2.705351 | 2.286905 | 2.383636 | 3.911562 | 2.781612 | 3.113910 | 3.866884 | 4.488672 | 2.592066 | 4.474428 | 3.054996 | 4.028099 | 3.193375 | 2.895367 | 4.702224 | 4.343229 | 3.272978 | 4.596057 | 3.379197 | 3.787744 | 2.640978 | 2.428135 | 3.962497 | 2.644832 | 3.040840 | 3.006509 | 3.415741 | 3.053040 | 3.521635 | 2.344981 | 3.065654 | 2.681874 | 2.683857 | 2.429591 | 2.992421 | 2.816374 | 2.743118 | 3.022676 | 3.993683 | 4.071307 | 3.864469 | 2.787106 | 3.218929 | 3.002080 | 3.346470 | 3.057095 | 3.365488 | 2.736636 | 2.700963 | 3.026615 | 3.689584 | 2.533772 | 3.261001 | 3.212534 | 3.243038 | 2.744762 | 2.941859 | 2.610873 | 2.696269 | 3.249541 | 2.700357 | 4.152866 | 2.669875 | 2.611936 | 3.023088 | 2.774663 | 2.387746 | 3.369587 | 4.092987 | 3.980571 | 3.509915 | 3.408783 | 3.816699 | 2.130655 | 3.180183 | 2.960566 | 3.469115 | 3.963013 | 4.299895 | 3.200331 | 2.771146 | 4.122560 | 3.782207 | 3.322984 | 2.786325 | 2.626340 | 3.006466 | 2.913708 | 3.776047 | 3.203060 | 2.575419 | 2.566320 | 3.632832 | 3.047820 | 3.477888 | 4.746868 | 2.640978 | 2.610341 | 3.107719 | 2.645913 | 2.684756 | 2.796782 | 4.678061 | 2.490239 | 2.673205 | 3.364307 | 3.371437 | 3.273302 | 3.040088 | 3.207823 | 4.759091 | 3.010257 | 4.257712 | 2.857694 | 3.203441 | 3.162744 | 4.326063 | 2.730136 | 3.419162 | 3.484229 | 3.168792 | 3.475540 | 4.013469 | 2.866405 | 2.856789 | 2.779524 | 2.723948 | 2.619928 | 3.751379 | 2.995898 | 3.964919 | 3.347486 | 2.320977 | 2.368659 | 3.309971 | 3.659098 | 3.748963 | 3.551865 | 2.644143 | 2.376942 | 3.479172 | 3.842965 | 3.746276 | 4.407399 | 4.564066 | 2.463893 | 4.337265 | 3.699170 | 3.090928 | 3.764027 | 2.959852 | 2.812312 | 3.762086 | 2.522575 | 4.171981 | 2.837652 | 3.754371 | 2.778224 | 2.922414 | 2.798789 | 3.150787 | 4.300063 | 2.422754 | 2.613842 | 2.622421 | 2.592288 | 4.021962 | 3.422787 | 2.772468 | 2.895423 | 3.589425 | 2.386499 | 2.821055 | 4.141544 | 3.228169 | 3.113576 | 2.283527 | 2.919914 | 3.437132 | 4.187109 | 3.948990 | 2.930083 | 2.785116 | 2.789299 | 2.872040 | 2.496099 | 2.604982 | 2.869994 | 2.845656 | 3.001084 | 3.481098 | 3.035990 | 3.037347 | 3.169027 | 4.266321 | 4.598392 | 3.114511 | 3.125611 | 3.482001 | 4.705682 | 3.475860 | 3.409696 | 3.558252 | 4.419928 | 3.440468 | 4.360862 | 3.733358 | 3.577549 | 3.022346 | 2.379306 | 3.371696 | 3.956072 | 2.625004 | 3.525213 | 3.145973 | 4.097566 | 3.377598 | 3.095692 | 2.570543 | 2.357554 | 3.289901 | 3.228015 | 3.270749 | 2.891370 | 2.698709 | 3.497676 | 2.825361 | 3.532002 | 3.366964 | 2.743353 | 4.272939 | 2.948853 | 2.926857 | 3.747629 | 4.285850 | 2.598243 | 2.861415 | 2.834866 | 3.086395 | 2.778079 | 2.641077 | 4.068627 | 3.082642 | 2.260310 | 3.388687 | 4.166679 | 4.291786 | 4.178531 | 3.523343 | 3.807839 | 2.946501 | 3.212933 | 2.759366 | 3.072948 | 3.411333 | 2.829754 | 3.218010 | 3.649481 | 3.872820 | 2.314499 | 3.852212 | 2.765296 | 2.980821 | 2.155943 | 3.620979 | 3.049993 | 3.587823 | 3.314183 | 3.386713 | 4.099242 | 2.591955 | 3.505869 | 4.226303 | 2.585799 | 3.617504 | 3.408969 | 3.276025 | 3.434345 | 2.873088 | 3.308458 | 2.832126 | 2.350442 | 2.811441 | 4.181366 | 2.672190 | 2.920123 | 3.176381 | 2.717254 | 3.346881 | 4.240764 | 3.762634 | 3.864766 | 3.623725 | 3.034107 | 3.471277 | 4.230474 | 3.738091 | 2.918240 | 2.890812 | 3.367431 | 2.799409 | 2.632356 | 2.640481 | 3.359399 | 2.974880 | 3.247900 | 4.279316 | 3.566508 | 2.907304 | 4.603585 | 3.748397 | 3.049954 | 3.307218 | 3.761928 | 3.223937 | 3.248733 | 2.450249 | 3.787715 | 3.689513 | 2.416641 | 3.688028 | 2.945025 | 2.814381 | 2.709609 | 2.441538 | 3.513737 | 3.055684 | 2.598900 | 2.948706 | 2.307710 | 2.853698 | 2.985202 | 3.023828 | 3.548635 | 3.598232 | 3.032659 | 4.321358 | 4.140341 | 3.474522 | 3.357744 | 3.813894 | 3.038143 | 3.207957 | 2.625004 | 2.996249 | 3.090329 | 2.886039 | 3.034749 | 3.325125 | 4.031631 | 4.489079 | 3.205908 | 3.745473 | 2.483872 | 3.089552 | 3.106395 | 2.924072 | 3.227552 | 2.392873 | 2.517460 | 4.668438 | 3.395064 | 2.584331 | 4.603495 | 3.628604 | 3.697639 | 3.664285 | 2.639885 | 4.302004 | 3.344648 | 2.971786 | 3.670431 | 4.592497 | 3.033464 | 2.430398 | 3.106837 | 3.441287 | 4.193225 | 2.934499 | 2.819149 | 3.681522 | 3.144699 | 2.984212 | 3.281283 | 3.888342 | 3.564382 | 2.127105 | 3.588921 | 3.046690 | 2.742882 | 4.347221 | 3.455500 | 2.356790 | 3.191730 | 4.296086 | 3.299529 | 3.815538 | 2.796436 | 4.889902 | 3.145662 | 3.692300 | 4.378192 | 3.714003 | 3.047781 | 2.713910 | 3.003245 | 2.928652 | 3.872506 | 4.292969 | 4.124807 | 3.891013 | 2.938720 | 3.037546 | 3.401142 | 2.185825 | 2.901349 | 3.395728 | 4.265339 | 4.029071 | 4.541066 | 2.652730 | 3.550852 | 3.324303 | 4.134499 | 3.424555 | 2.888292 | 3.760106 | 2.668945 | 3.830832 | 4.258113 | 3.113643 | 3.433290 | 2.962085 | 2.929725 | 2.766338 | 2.730298 | 3.284701 | 2.805025 | 3.931829 | 3.472464 | 3.490885 | 4.321940 | 3.384980 | 2.861355 | 3.323768 | 3.832758 | 4.792141 | 3.322715 | 4.429526 | 3.228657 | 2.738305 | 3.153571 | 2.620968 | 2.941511 | 3.300921 | 2.310268 | 4.838538 | 3.598101 | 3.964943 | 2.575188 | 2.804208 | 3.041037 | 3.723489 | 2.595606 | 2.655331 | 3.057019 | 4.053739 | 3.363386 | 2.811642 | 2.678791 | 3.050264 | 2.693815 | 3.506397 | 2.477411 | 5.028214 | 2.360215 | 4.541613 | 3.910832 | 3.764945 | 3.249834 | 2.868233 | 3.515980 | 3.041116 | 3.372765 | 2.772322 | 3.991572 | 3.292433 | 2.733358 | 3.020361 | 2.902275 | 2.446382 | 3.396496 | 4.306191 | 2.960804 | 2.356408 | 2.552303 | 3.231979 | 3.131169 | 3.301399 | 3.585957 | 4.063937 | 4.225351 | 3.486785 | 2.760649 | 2.561101 | 2.904716 | 3.642385 | 3.753307 | 3.637640 | 3.368807 | 2.468790 | 3.978436 | 4.150400 | 2.765817 | 3.978838 | 3.687359 | 2.781612 | 3.863692 | 3.643453 | 2.589056 | 3.869795 | 2.858958 | 2.569608 | 2.447623 | 4.093040 | 2.504063 | 4.010177 | 4.012614 | 3.089304 | 3.880934 | 4.177802 | 3.035029 | 3.851845 | 0 |
survival.upenn$YearsVisitToSample = survival.upenn$DaysVisitToSample/365
# Create survival object
survive_object = Surv(survival.upenn$YearsVisitToSample, survival.upenn$Event)
# Equally binning patients into quartiles based on their blood MIA concentration
# Convert the MIA factor variables into factor variables
survival.upenn$IGFBP.2_Factor <- with(survival.upenn, factor(
findInterval( IGFBP.2, c(-Inf,
quantile(IGFBP.2, probs=c(0.25,0.5,0.75)), Inf)),
labels=c("First Quartile","Second Quartile","Third Quartile","Fourth Quartile")
))
survival.upenn$IGFBP.2_Factor = as.factor(survival.upenn$IGFBP.2_Factor)
IGFBP.2_Factor = coxph(survive_object ~ AgeAtSample + Sex + DieseaseDuration + IGFBP.2_Factor,data = survival.upenn)
# Take a look at the summary of Cox model
summary(IGFBP.2_Factor)
## Call:
## coxph(formula = survive_object ~ AgeAtSample + Sex + DieseaseDuration +
## IGFBP.2_Factor, data = survival.upenn)
##
## n= 71, number of events= 21
##
## coef exp(coef) se(coef) z Pr(>|z|)
## AgeAtSample 0.109164 1.115345 0.039163 2.787 0.00531 **
## SexMale 1.329770 3.780176 0.563598 2.359 0.01830 *
## DieseaseDuration 0.017114 1.017261 0.006306 2.714 0.00665 **
## IGFBP.2_FactorSecond Quartile 1.103468 3.014603 0.931204 1.185 0.23602
## IGFBP.2_FactorThird Quartile 1.391837 4.022231 0.857409 1.623 0.10452
## IGFBP.2_FactorFourth Quartile 1.991001 7.322860 0.841883 2.365 0.01803 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## exp(coef) exp(-coef) lower .95 upper .95
## AgeAtSample 1.115 0.8966 1.0329 1.204
## SexMale 3.780 0.2645 1.2525 11.409
## DieseaseDuration 1.017 0.9830 1.0048 1.030
## IGFBP.2_FactorSecond Quartile 3.015 0.3317 0.4859 18.701
## IGFBP.2_FactorThird Quartile 4.022 0.2486 0.7493 21.592
## IGFBP.2_FactorFourth Quartile 7.323 0.1366 1.4063 38.132
##
## Concordance= 0.8 (se = 0.041 )
## Likelihood ratio test= 22.16 on 6 df, p=0.001
## Wald test = 16.04 on 6 df, p=0.01
## Score (logrank) test = 20.77 on 6 df, p=0.002
coxCurve_IGFBP.2 <- ggadjustedcurves(IGFBP.2_Factor, data = survival.upenn, method = "average", variable = "IGFBP.2_Factor", legend.title = "Plasma IGFBP.2 level Quartile") +
labs(title = "Clinical Conversion by IGFBP.2 subgroup \n (UPenn Cohort)", x = "Time (Years)", y = "% Cognitively Normal") +
theme_classic() +
theme(legend.position = c(0.35, 0.3), legend.title = element_text(face = "bold", size = 18), legend.text = element_text(size = 18),
title = element_text(size = 18),
axis.title.x = element_text(size = 20, margin = margin(t = 10, r = 0, b = 0, l = 0)),
axis.title.y = element_text(size = 20, margin = margin(t = 0, r = 12, b = 0, l = 0)),
axis.text = element_text(size = 20, color = "black"), axis.line = element_line(size = 1), axis.ticks = element_line(size = 1))
coxCurve_IGFBP.2
fit_coxph_MIAcog.forest <- ggforest(IGFBP.2_Factor , data = survival.upenn, main = "Hazard Ratios",
cpositions = c(0.02, 0.23, 0.4), fontsize = 1, refLabel = "reference", noDigits = 2)
fit_coxph_MIAcog.forest
UPDRS III (Motor Function) ~ Age + Sex + Disease Duration
setwd('/Users/junchaoshen/UPenn BMI')
UTSW.UPDRS = read.csv('UTSW UPDRS Longitudinal Final.csv')
UTSW.UPDRS.merge = merge(UTSW.UPDRS,df, by = 'GUID',all.x = TRUE)
kable(UTSW.UPDRS.merge[1:5,], "html") %>% kable_styling("striped") %>% scroll_box(width = "100%")
| GUID | YearstoVisit | AgeAtSample | AgeAtTest | DiseaseDuration | Sex | UPDRS3 | LEDD | Group | Site | Age | LDOPADoseTm | MDS_UPDRS.Total.Score | Gender | PlateId | CHIP | CEBPB | NSE | PIAS4 | IL.10.Ra | STAT3 | IRF1 | c.Jun | Mcl.1 | OAS1 | c.Myc | SMAD3 | SMAD2 | IL.23 | PDGFRA | IL.12 | STAT1 | STAT6 | LRRK2 | Osteocalcin | IL.5 | GPDA | IgA | LPPL | HEMK2 | PDXK | TLR4 | REG4 | HSP.27 | YKL.40 | Alpha.enolase | Apo.L1 | CD38 | CD59 | FABPL | GDF.11 | BTC | HIF.1a | S100A6 | SECTM1 | RSPO3 | PSP | Apoptosis.regulator.Bcl.W | VEGF.D | SOST | FAM3D | CSH | EFNB1 | SNP25 | LYPD3 | NEGR1 | BCL6 | FSTL1 | Osteopontin | Lumican | CD177 | CHKB | SMOC1 | protein.Z.inhibitor | FLRT2 | FLRT3 | ISLR2 | Vitronectin | DSC2 | LDLR | HXK2 | HXK1 | SEM5A | LTBP4 | PIANP | Adrenomedullin | S100A4 | RNF43 | TRAIL.R4 | ZNRF3 | GI24 | Ephrin.A2 | ApoM | IFN.b | IFN10 | IFNA7 | EFNB2 | HHLA2 | IL.1.sRII | AMGO2 | RXFP1 | C1QR1 | NRG4 | H2B2E | H2A3 | H31 | IFN.g | IL.1F8 | IL.1F6 | UCRP | Ephrin.A3 | X14.3.3.protein.beta.alpha | X14.3.3E | Annexin.V | Myostatin | C4b | Coagulation.Factor.XI | CTACK | Endostatin | TIMP.1 | tPA | EG.VEGF | TIMP.2 | TGF.b1 | VEGF.sR3 | C5 | Apo.E | BDNF | C8 | Cathepsin.G | CXCL16..soluble | FGF.10 | FGF.8B | GIIE | GV | MIP.3a | SAP | SCF.sR | TIMP.3 | Angiopoietin.4 | Cadherin.E | GFRa.3 | Ephrin.B3 | GFRa.2 | X6Ckine | HMG.1 | OPG | b.Endorphin | Factor.I | IGFBP.3 | MCP.1 | MMP.9 | Myeloperoxidase | PRL | VEGF | X4.1BB | X4.1BB.ligand | Angiopoietin.2 | B7 | CD30 | CLF.1.CLC.Complex | Cystatin.C | Dtk | eIF.5 | Ephrin.A4 | Ephrin.A5 | ERBB2 | ERBB3 | ERBB4 | GA733.1.protein | gp130..soluble | HO.2 | HPV.E7.Type.16 | HPV.E7.Type18 | HSP.90a.b | IL.1.R.AcP | IL.10.Rb | IL.12.Rb1 | IL.13.Ra1 | IL.2.sRg | Layilin | Lymphotoxin.b.R | Macrophage.mannose.receptor | M.CSF.R | MSP.R | PAFAH.beta.subunit | P.Cadherin | PKC.A | PKC.Z | Rab.GDP.dissociation.inhibitor.beta | sICAM.3 | suPAR | TNF.sR.I | TrkC | BCMA | Bone.proteoglycan.II | Calpain.I | CK.MM | ERBB1 | HGF | HSP.60 | iC3b | IGFBP.5 | IGFBP.6 | MIA | NPS.PLA2 | OSM | PECAM.1 | Persephin | PF.4 | Protein.S | TACI | TECK | Thyroxine.Binding.Globulin | TNFSF18 | CNTFR.alpha | EMAP.2 | EPO.R | G.CSF.R | IL.1F7 | Laminin | MICA | NADPH.P450.Oxidoreductase | NANOG | NKp44 | NovH | Siglec.6 | Siglec.7 | Sonic.Hedgehog | IgG | TSLP.R | ULBP.3 | Activin.A | Apo.A.I | Azurocidin | BMP.14 | C1q | C3 | C3adesArg | DRR1 | FGF.18 | FGF.19 | FGF.20 | FGF9 | GDF.11.8 | Hemopexin | HIV.2.Rev | I.309 | IGFBP.1 | IL.10 | IL.16 | IL.17F | IL.22 | Lactoferrin | LAG.1 | LD78.beta | MCP.2 | MMP.3 | MMP.7 | NAP.2 | SOD | Fibrinogen | Apo.B | ACE2 | Activin.RIB | ADAMTS.4 | Angiopoietin.1 | ART | BCAM | Cadherin.5 | CD97 | COMMD7 | EDA | Fractalkine.CX3CL.1 | HAI.1 | IL.27 | Kallikrein.11 | Kallikrein.4 | kallikrein.8 | Ku70 | Lipocalin.2 | Met | MMP.17 | OX40.Ligand | sFRP.3 | SPINT2 | sTie.1 | Ubiquitin.1 | WIF.1 | AIF1 | C5a | CHK1 | ERK.1 | Glucocorticoid.receptor | Hat1 | HDAC8 | Karyopherin.a2 | MEK1 | MOZ | PKC.D | RAC1 | RAD51 | TBP | Topoisomerase.I | UBC9 | YES | a1.Antichymotrypsin | C7 | Cardiotrophin.1 | CCL28 | CD22 | HCC.1 | IL.4 | Midkine | MPIF.1 | PCNA | sRANKL | PAI.1 | Apo.E3 | Apo.E4 | Artemin | Cytochrome.c | Cytochrome.P450.3A4 | DAN | ER | Factor.D | Growth.hormone.receptor | GX | IGFBP.4 | IGF.I | Luteinizing.hormone | Properdin | Protein.C | PTHrP | SCGF.beta | VCAM.1 | TNFSF15 | ALK.1 | AREG | BMP.7 | CD36.ANTIGEN | contactin.1 | CTGF | Desmoglein.1 | EDAR | ENA.78 | ESAM | Galectin.4 | Gro.a | Gro.b.g | Histone.H1.2 | ICOS | IL.1.sRI | IL.17.sR | IL.18.Rb | IL.1Rrp2 | JAM.B | JAM.C | LSAMP | MBL | NKp30 | PD.L2 | PTP.1B | Siglec.9 | TGF.b.R.III | TSLP | CTLA.4 | a2.Antiplasmin | bFGF | Calpastatin | Ck.b.8.1 | DC.SIGN | DC.SIGNR | FSH | Galectin.2 | GFAP | IL.19 | IL.1b | I.TAC | MIP.1a | MRC2 | Myoglobin | ON | PARC | PTN | resistin | Trypsin | vWF | Fas.ligand..soluble | Flt3.ligand | Haptoglobin..Mixed.Type | IL.4.sR | NKG2D | WISP.1 | BAFF | C9 | Cathepsin.B | FGF.5 | Galectin.3 | GDF.9 | IgM | IL.2 | IL.13 | IL.18.BPa | LBP | Coagulation.Factor.Xa | PlGF | TIG2 | ULBP.1 | ULBP.2 | XEDAR | Aurora.kinase.A | MK01 | SMAC | VEGF.C | sCD4 | IL.2.sRa | TNF.sR.II | Siglec.3 | ADAMTS.5 | IDUA | AMPM2 | amyloid.precursor.protein | ARSB | ASAHL | ATS1 | ATS13 | Carbonic.Anhydrase.IV | CATC | Cathepsin.A | Cathepsin.S | CD39 | Coagulation.Factor.VII | C2 | CRIS3 | Enterokinase | WFKN1 | Glutamate.carboxypeptidase | GPVI | Granulysin | HPLN1 | IDE | IDS | kallikrein.12 | kallikrein.13 | kallikrein.5 | KREM2 | LKHA4 | LYVE1 | MATN3 | MEPE | METAP1 | ASAH2 | Nidogen | PIGR | Protease.nexin.I | RET | SARP.2 | Semaphorin.3A | TrATPase | URB | WFKN2 | Aggrecan | ANGL3 | BGH3 | BGN | C1r | Carbonic.Anhydrase.X | CD109 | CD23 | CD48 | CD5L | CFC1 | CNTN2 | Contactin.4 | Contactin.5 | CYTF | Cystatin.M | DLL4 | FCG2A | FCG2B | FCG3B | FCGR1 | FCN2 | GFRa.1 | GPC2 | Heparin.cofactor.II | HTRA2 | IGFBP.7 | IL24 | LRIG3 | LRP8 | LY9 | MATN2 | Nectin.like.protein.2 | NET4 | PGRP.S | RGMB | RGM.C | TFPI | TSP2 | TSP4 | ABL1 | Aminoacylase.1 | Antithrombin.III | AURKB | BARK1 | BMP.1 | CAMK2A | CAMK2B | Carbonic.anhydrase.6 | Carbonic.anhydrase.VII | CDK2.cyclin.A | CDK5.p35 | CDK8.cyclin.C | Chk2 | CLC4K | CRDL1 | CSK | Cathepsin.V | Dkk.4 | ECM1 | FETUB | Granzyme.H | HCK | IL.17.RD | Kallikrein.7 | KPCI | LYNB | PAK3 | PAK7 | PCI | PIK3CA.PIK3R1 | PK3CG | PKB.a.b.g | PLK.1 | Renin | SHP.2 | STAB2 | TBK1 | TCPTP | TPSB2 | TPSG1 | UFC1 | Bcl.2 | BFL1 | BMX | BSP | BTK | CAMK1D | CAMK2D | Carbonic.anhydrase.XIII | CD30.Ligand | CDK1.cyclin.B | Chymase | CSK21 | EphA1 | EPHA3 | FN1.3 | FN1.4 | Flt.3 | FSTL3 | granzyme.A | GSK.3.alpha.beta | HIPK3 | IL.15.Ra | IL.18.Ra | IL.8 | IR | Kallistatin | Kallikrein.6 | LCK | LYN | Periostin | PDGF.Rb | PGCB | PRKACA | RPS6KA3 | sE.Selectin | STK16 | Survivin | Thrombopoietin.Receptor | Thrombospondin.1 | TrkA | TRY3 | DUS3 | XPNPEP1 | Angiotensinogen | b2.Microglobulin | b.ECGF | BLC | Catalase | CNTF | FGF.17 | GCP.2 | IFN.aA | IL.17B | Integrin.a1b1 | LEAP.1 | Lymphotoxin.a1.b2 | Lymphotoxin.a2.b1 | MDC | MIP.5 | Proteinase.3 | SDF.1 | TAFI | TARC | TGF.b3 | TSH | Vasoactive.Intestinal.Peptide | CD40.ligand..soluble | DKK1 | dopa.decarboxylase | Adiponectin | a1.Antitrypsin | a2.HS.Glycoprotein | Arylsulfatase.A | BASI | BMP10 | Cadherin.6 | CAMK1 | Caspase.3 | CATE | Chitotriosidase.1 | CHL1 | CLC7A | MASP3 | Discoidin.domain.receptor.2 | DKK3 | DPP2 | Endothelin.converting.enzyme.1 | EphB4 | FCN1 | GNS | HGFA | IL22RA1 | LGMN | LY86 | Marapsin | MMEL2 | MP2K2 | MRCKB | Nectin.like.protein.1 | NID2 | OBCAM | OCAD1 | OLR1 | RAP | SLAF5 | SLIK1 | Soggy.1 | TEC | TLR4.MD.2.complex | VEGF.sR2 | BMPER | Cadherin.12 | Calcineurin.B.a | complement.factor.H.related.5 | IGF.II.receptor | kallikrein.14 | Macrophage.scavenger.receptor | MFRP | Albumin | a2.Macroglobulin | ALT | Angiostatin | CK.MB | p27Kip1 | BNP.32 | PYY | Secretin | TNR4 | CSF.1 | Activated.Protein.C | COX.2 | STX1a | sTie.2 | ADAM.9 | ANGL4 | Cadherin.2 | Carbonic.anhydrase.9 | Carbonic.anhydrase.III | CK.BB | Cystatin.S | CYTD | Endocan | EphA5 | FGF23 | FGFR.2 | FGFR.3 | FGR | FYN | IL.12.RB2 | KPCT | MAPK2 | MAPK5 | MAPKAPK3 | MATK | MK08 | PAK6 | PDGF.CC | pTEN | PTK6 | TLR2 | UFM1 | AIP | Cyclophilin.A | DLRB1 | ETHE1 | GAPDH..liver | HSP.40 | MDHC | NACA | Peroxiredoxin.1 | PPAC | PSA1 | PSA6 | RS7 | RSK.like.protein.kinase | SBDS | SE6L2 | SGTA | TCTP | TMA | UB2L3 | ARI3A | CaMKK.alpha | CDC37 | DLC8 | IMB1 | ING1 | Lamin.B1 | LDH.H.1 | MBD4 | Mesothelin | NAGK | Phosphoglycerate.mutase.1 | PLPP | PSD7 | SKP1 | Sorting.nexin.4 | UBE2N | discoidin.domain.receptor.1 | FGF.4 | HSP.70 | sRAGE | BPI | C6 | Eotaxin.2 | Factor.B | FGF.6 | Fibronectin | FST | Granzyme.B | HB.EGF | IgE | IL.17D | IL.17E | IL.20 | IL.6.sRa | IL.7 | IP.10 | Lymphotactin | MCP.4 | Neurotrophin.3 | Neurotrophin.5 | PAPP.A | PDGF.BB | Plasmin | Plasminogen | Prekallikrein | alpha.1.antichymotrypsin.complex | P.Selectin | Tenascin | TGF.b2 | Thrombin | uPA | Factor.H | MMP.2 | Transferrin | Histone.H2A.z | Thyroglobulin | X14.3.3 | X4EBP2 | X6.Phosphogluconate.dehydrogenase | Aflatoxin.B1.aldehyde.reductase | AK1A1 | AN32B | Cofilin.1 | DRG.1 | EP15R | ERAB | FER | HNRPQ | IF4G2 | IGF.I.sR | IL.1.R4 | LCMT1 | LIN7B | M2.PK | MDM2 | NCAM.L1 | NDP.kinase.B | NSF1C | NUDC3 | PA2G4 | paraoxonase.1 | PESC | PFD5 | PHI | prostatic.binding.protein | Protein.disulfide.isomerase | PSA2 | RAN | RBM39 | SNAA | Sphingosine.kinase.1 | Spondin.1 | Thymidine.kinase | transcription.factor.MLR1..isoform.CRA_b | Transketolase | Triosephosphate.isomerase | XTP3A | PTP.1C | AMNLS | CYTT | BOC | CLC1B | SAA | CRP | sICAM.1 | DAPK2 | DYRK3 | MIC.1 | DHH | FGF.12 | FGF.16 | FGF.8A | IFN.lambda.1 | IFN.lambda.2 | MSP | SLPI | SP.D | ADAM12 | BCL2.like.1.protein | CHST2 | CHST6 | Collectin.Kidney.1 | ENPP7 | ENTP3 | ENTP5 | FCRL3 | GREM1 | hnRNP.A.B | LRRT1 | LRRT3 | MFGM | PCSK7 | PDPK1 | Sialoadhesin | SPARCL1 | SPHK2 | ST4S6 | TGM3 | Tropomyosin.2 | Ubiquitin | ZAP70 | C1.Esterase.Inhibitor | C3b | C4 | C5b..6.Complex | FGF7 | IL.3.Ra | IL.5.Ra | IL.11 | Kininogen..HMW | MMP.12 | NCAM.120 | PDGF.AA | SCGF.alpha | ATS15 | BSSP4 | BST1 | CBX5 | CDON | Clusterin | CONA1 | CTAP.III | DnaJ.homolog | EMR2 | FLRT1 | Fucosyltransferase.3 | FUT5 | GP114 | HDGR2 | IL.34 | KIRR3 | KYNU | Livin.B | NXPH1 | PLCG1 | PLXC1 | RSPO2 | SH21A | SLIK5 | SORC2 | PH | IL.6 | X3HIDH | GM.CSF | TNF.b | X41 | X17.beta.HSD.1 | Apo.D | IL.3 | PPIB | Protein.disulfide.isomerase.A3 | TFF3 | Afamin | Olfactomedin.4 | ASM3A | FAM107B | Gelsolin | CBG | Cytidylate.kinase | C34.gp41.HIV.Fragment | PERL | CO8A1 | ITI.heavy.chain.H4 | TXD12 | STRATIFIN | sL.Selectin | TRAIL.R1 | Epithelial.cell.kinase | G.CSF | Glypican.3 | IL.1a | BMPR1A | BMP.RII | TrkB | VEGF121 | Angiogenin | Coagulation.Factor.IX | Coagulation.Factor.X | GDF2 | Insulin | MCP.3 | WNT7A | ACTH | Glucagon | C3a | Calcineurin | Caspase.2 | Coactosin.like.protein | Coagulation.Factor.V | D.dimer | Endoglin | Galectin.8 | GIB | Glutathione.S.transferase.Pi | GOT1 | HCC.4 | HCG | Hemoglobin | IgD | Integrin.aVb5 | Lysozyme | MIP.3b | MIS | MMP.1 | MMP.13 | SHBG | Stanniocalcin.1 | TF | EPI | X40S.ribosomal.protein.SA | AGR2 | annexin.I | annexin.II | ARMEL | ARP19 | ARTS1 | ATP.synthase.beta.chain | C1QBP | CAPG | Carbonic.anhydrase.I | carbonic.anhydrase.II | CATZ | cIAP.2 | CRK | DBNL | DERM | DSC3 | Elafin | ERP29 | Esterase.D | FABPE | FAK1 | FCAR | FGFR4 | Fibrinogen.g.chain.dimer | GP1BA | GPC5 | GRN | GSTA3 | hnRNP.K | HPG. | HRG | IF4A3 | JAK2 | LG3BP | Mammaglobin.2 | MMP.14 | MK11 | MK12 | MK13 | MAPK14 | Mn.SOD | Moesin | PBEF | Myokinase..human | NCC27 | NCK1 | PAFAH | PARK7 | Peroxiredoxin.5 | Peroxiredoxin.6 | PGP9.5 | phosphoglycerate.kinase.1 | PPase | PUR8 | Rb | RS3 | sCD163 | SEPR | SIRT2 | SPTA2 | SSRP1 | Tropomyosin.1.alpha.chain | Trypsin.2 | TS | TSG.6 | B7.H1 | B7.H2 | CD226 | CD244 | CD83 | CLM6 | CRTAM | DAF | DcR3 | EPHAA | EPHB2 | EphB6 | GPNMB | IL.1.sR9 | IL.17B.R | IL.20.Ra | IL.22BP | IL.23.R | IL.7.Ra | ILT.2 | ILT.4 | JAG1 | JAG2 | JAML1 | KI2L4 | KI3L2 | KI3S1 | KLRF1 | LAG.3 | LIMP.II | MICB | MO2R1 | NKp46 | Nogo.Receptor | NOTC2 | Notch.1 | Notch.3 | Nr.CAM | NRX1B | NRX3B | OX2G | Prolactin.Receptor | RELT | ROBO2 | ROBO3 | SEM6B | Semaphorin.6A | sICAM.5 | SIG14 | SLAF6 | SREC.I | SREC.II | TAJ | TCCR | TGF.b.R.II | TIMD3 | TWEAKR | UNC5H3 | UNC5H4 | PDE7A | AMPK.a1b1g1 | K.ras | NMT1 | PDE9A | PPID | PSME3 | GCKR | CK2.A1.B | CK2.A2.B | PDK1 | KIF23 | IMDH1 | HMGR | PCSK9 | NR1D1 | PPIE | MP2K4 | JNK2 | AMPK.a2b2g1 | cGMP.stimulated.PDE | Cyclophilin.F | DRAK2 | IMDH2 | PDE11 | PDE1A | PDE3A | PDE4D | PDE5A | TAK1.TAB1 | TYK2 | ABL2 | BCAR3 | calreticulin | GRB2.related.adapter.protein.2 | MMP.16 | RAC3 | SHC1 | VAV | GHC2 | Eotaxin | Coagulation.Factor.IXab | Elastase | Apo.E2 | Troponin.T | Prothrombin | EGFRvIII | annexin.VI | B7.2 | calgranulin.B | Caspase.10 | CBPE | CKAP2 | CPNE1 | Cyclin.B1 | DLL1 | GPC6 | hnRNP.A2.B1 | HVEM | IL.1Ra | Keratin.18 | LIGHT | MIF | NLGNX | OMD | PIM1 | PKB.beta | Semaphorin.3E | SET | BAFF.Receptor | BRF.1 | Fas..soluble | sLeptin.R | DR6 | CAD15 | CD27 | RANK | SHPS1 | FABP | Troponin.I..skeletal..fast.twitch | Troponin.I | ANP | ALCAM | ASGR1 | CNDP1 | COLEC12 | CYTN | DEAD.box.protein.19B | Ficolin.3 | GAS1 | GRB2.adapter.protein | H6ST1 | HSP.90b | IL.17.RC | MED.1 | PKC.B.II | PKC.G | PSMA | RANTES | RASA1 | RBP | RGMA | RS3A | sICAM.2 | SLAF7 | SRCN1 | Stress.induced.phosphoprotein.1 | Testican.1 | Testican.2 | WNK3 | RUXF | Cathepsin.D | EGF | GITR | bFGF.R | TRAIL.R2 | NRP1 | AFP | BID | b.NGF | C3d | CD70 | Cripto | Epo | GDNF | IFN.g.R1 | IL.9 | LIF.sR | NG36 | Noggin | S100A12 | tau | X14.3.3.protein.zeta.delta | X3HAO | aldolase.A | ARGI1 | BAD | Dynactin.subunit.2 | EF.1.beta | eIF.4H | eIF.5A.1 | Gastrin.releasing.peptide | HINT1 | HSP70.protein.8 | Nucleoside.diphosphate.kinase.A | PEX5 | PSME1 | S100A7 | WISP.3 | Ferritin | TNF.a | TWEAK | Tpo | PTH | Somatostatin.28 | MP2K3 | p53 | PolyUbiquitin.K48 | PolyUbiquitin.K63 | NET1 | CD47 | ANK2 | X14.3.3.protein.theta | CREL1 | Lectin..mannose.binding.2 | LRP1B | MYPC1 | N.terminal.pro.BNP | Tropomyosin.4 | PACAP.27 | ghrelin | PACAP.38 | a.Synuclein | BMP.6 | HGH | SOD3 | RSPO4 | Cathepsin.H | Activin.AB | PSA | IGFBP.2 | RNase.H1 | ROR1 | CgA | MMP.10 | FBLN3 | Leptin | KEAP1 | gpIIbIIIa | Eotaxin.3 | SUMO3 | IL.17 | CSRP3 | MMP.8 | PGM1 | DSCAM | MUC1 | FAM3B | NEUREGULIN.1 | INGR2 | sLRP1 | IFN.a.b.R1 | TFF1 | HMGN1 | MIG | CD63 | Trefoil.factor.2 | Galectin.7 | LEG9 | UB2G2 | Transgelin.2 | ATPO | Corticotropin.lipotropin | QORL1 | PEDF | CATF | FTCD | UBP25 | PLXB2 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PDAG965NUZ | 0 | 76 | 76 | 2 | Male | 6 | 20 | PD | UTSW | 76.3 | 20 | 31 | Male | Set.2 | 1591.7 | 1181.1 | 24859.2 | 1403.1 | 1662.2 | 2469.4 | 1371.1 | 3487.8 | 1320.0 | 390.8 | 466.4 | 25208.5 | 28676.8 | 788.3 | 71680.7 | 275.9 | 15660.6 | 677.1 | 2365.5 | 1399.2 | 290.9 | 1051.4 | 7693.5 | 633.9 | 4204.6 | 1424.0 | 499.4 | 1513.2 | 10491.9 | 4375.2 | 57221.5 | 35136.7 | 685.0 | 1957.9 | 2871.6 | 6520.2 | 534.1 | 476.0 | 3090.9 | 1362.5 | 1319.3 | 317.1 | 654.6 | 484.1 | 39947.5 | 22586.6 | 4984.5 | 1960.1 | 1364.7 | 1145.2 | 5653.7 | 1660.0 | 30873.7 | 4875.8 | 1248.4 | 762.6 | 2919.2 | 2967.8 | 3240.2 | 16120.1 | 5356.1 | 6382.4 | 75466.9 | 3241.9 | 191.7 | 634.3 | 1212.6 | 6599.0 | 1816.0 | 4219.2 | 2109.5 | 1904.9 | 1225.9 | 965.6 | 428.2 | 702.1 | 1024 | 15825.7 | 531.2 | 352.3 | 256.3 | 14755.6 | 1691.0 | 10803.4 | 2669.9 | 1686.9 | 11676.7 | 713.4 | 12413.4 | 699.6 | 1839.9 | 782.3 | 525.6 | 434.3 | 1665 | 1878.2 | 30519.8 | 1283.1 | 1022.2 | 3918.6 | 215.9 | 1559.1 | 1357.7 | 51358.3 | 70.1 | 565.6 | 172.2 | 401.3 | 1948.8 | 6518.7 | 8224.9 | 41634.0 | 1493.0 | 3268.4 | 948.1 | 11759.7 | 233.8 | 774.0 | 310.3 | 347.0 | 144.3 | 36729.8 | 16656.7 | 1362.3 | 742.9 | 66564.3 | 837.4 | 925.7 | 5129.0 | 21426.9 | 5480.5 | 14337.0 | 809.4 | 42455.7 | 1690.8 | 829.4 | 8437.7 | 19629.8 | 1750.8 | 11962.7 | 312.1 | 350.1 | 118.6 | 577.7 | 969.7 | 477.5 | 2448.6 | 552.3 | 1345.0 | 1665.9 | 2968.4 | 432.0 | 298.5 | 166.4 | 474.1 | 6558.1 | 438.4 | 354.7 | 2332.8 | 10805.6 | 27569.5 | 1165.8 | 506.0 | 3071.7 | 4470.6 | 1563.5 | 5618.9 | 14019.2 | 199.3 | 540.3 | 7366.2 | 28630.5 | 72880.2 | 910.7 | 24148.3 | 642.3 | 11144.0 | 1143.5 | 5846.6 | 9902.5 | 3937.4 | 62630.3 | 527.3 | 24934.8 | 1212.8 | 32018.5 | 6127.1 | 2173.9 | 714.3 | 2804.0 | 3094.9 | 1982.0 | 1020.9 | 285.5 | 87348.2 | 2541.9 | 1176 | 1338.4 | 37511.4 | 644.9 | 8302.8 | 3755.0 | 382.5 | 951.5 | 2067.8 | 2886.5 | 273.7 | 2998.1 | 185.1 | 389.6 | 684.2 | 183.9 | 1127.4 | 1386.7 | 225088.3 | 1517 | 938.1 | 3460.8 | 16618.3 | 308.5 | 3474.0 | 48185.8 | 72494.5 | 181021.8 | 305.9 | 269.9 | 5088.5 | 375.2 | 461.3 | 801.4 | 994.4 | 171.2 | 2807.1 | 712.1 | 185.3 | 326.4 | 643.8 | 844.9 | 43968.8 | 427.4 | 1510.5 | 249.0 | 453.5 | 1802.9 | 18221.6 | 1259.4 | 188805.7 | 12107.6 | 553.1 | 301.4 | 171.1 | 921.5 | 1608.8 | 1802.4 | 11110.8 | 1828.2 | 4142.2 | 1491.2 | 2840.0 | 7616.2 | 707.5 | 1070.4 | 296.6 | 2836.3 | 254.7 | 22978.7 | 9370.2 | 933.2 | 371.1 | 2800.1 | 1838.8 | 7815.7 | 3285.7 | 2742.0 | 3331.8 | 7055.5 | 536.5 | 40683.4 | 262.3 | 371.5 | 2377.9 | 307.9 | 414.6 | 1418.0 | 4796.1 | 49466.2 | 2350.9 | 535.2 | 508.6 | 3160.1 | 1309.3 | 329542.6 | 1839.4 | 773.6 | 5456.3 | 956.3 | 6410.6 | 597.2 | 20624.3 | 2312.6 | 192.9 | 2541.2 | 1799.4 | 258273.0 | 257445.1 | 510.7 | 2507.0 | 24718.2 | 983.0 | 773.9 | 1080.2 | 711.2 | 783.8 | 5342.9 | 1096.1 | 847.8 | 108637.8 | 868.8 | 991.5 | 1869.9 | 9745.2 | 881.5 | 1343.5 | 4230.8 | 913.6 | 9335.7 | 322.4 | 2017.7 | 2455.6 | 1983.0 | 518.0 | 4777.6 | 677.1 | 8659.9 | 1073.7 | 805.5 | 690.6 | 9998.6 | 1008.1 | 326.7 | 661.4 | 8603.1 | 6301.7 | 1677.0 | 19673.9 | 504.4 | 3378.3 | 3797.7 | 14123.2 | 28690.8 | 423.5 | 116.7 | 1756.4 | 1568.2 | 4309.6 | 53610.1 | 2464.0 | 46849.4 | 767.7 | 502.7 | 3514.4 | 5320.0 | 2360.6 | 2655.1 | 742.8 | 3495.3 | 1232.2 | 38113.5 | 5671.8 | 1526.0 | 1506.2 | 4310.4 | 37104.0 | 489.7 | 461.2 | 36787.4 | 218.4 | 490.0 | 5023.2 | 1363.1 | 82103.8 | 1950.6 | 466.4 | 19539.3 | 593.0 | 3418.7 | 898.6 | 779.4 | 9255.1 | 92707.9 | 1991.6 | 312.7 | 2088.0 | 440.7 | 489.5 | 791.9 | 1141.1 | 13840.5 | 6225.3 | 1604.0 | 366.8 | 1041.3 | 10592.2 | 3717.6 | 501.3 | 1311.1 | 43942.4 | 28063.0 | 859.4 | 9425.7 | 400.0 | 2766.4 | 1970.8 | 626.4 | 11630.2 | 1071.2 | 1554.2 | 348 | 2697.4 | 258 | 242.3 | 793.1 | 2219.2 | 16515.6 | 1390.9 | 1199.4 | 2169.0 | 4049.8 | 4464.6 | 1423.9 | 181.8 | 3937.3 | 1045.0 | 368.5 | 536.6 | 229.5 | 7304.3 | 3048.2 | 7308.5 | 3007.8 | 2059.8 | 765 | 4099.4 | 1812.1 | 8078.3 | 2659.4 | 7201.2 | 470.9 | 412.2 | 41984.0 | 2427.3 | 3619.0 | 652.5 | 4998.0 | 1884.6 | 705.6 | 2831.9 | 3498.0 | 1196.4 | 4537.1 | 669.7 | 822.9 | 12259.1 | 435.7 | 2475.3 | 1370.1 | 1328.0 | 282.7 | 1114.3 | 950.2 | 159.0 | 3669.4 | 7624.8 | 51411.6 | 294.1 | 5651.3 | 2217.2 | 2077.2 | 10543.6 | 2351.4 | 844.0 | 457.6 | 2197.6 | 1099.3 | 38792.3 | 13916.1 | 310.8 | 137.7 | 3670.1 | 133119.1 | 745.5 | 12011.6 | 2976.7 | 2079.4 | 5228.5 | 4716.7 | 318.7 | 1020.0 | 1275.8 | 2122.9 | 382.9 | 180.9 | 4092 | 16296.9 | 1281.0 | 8574.0 | 24249.6 | 4601.4 | 240.1 | 649.6 | 538.9 | 1220.7 | 4043.1 | 86224.1 | 1088.6 | 788.4 | 98553.7 | 937.2 | 2767.2 | 8696.6 | 188.7 | 845.5 | 12164.1 | 863.8 | 484.6 | 351.6 | 2302.3 | 190.1 | 26436.1 | 1578.6 | 1139.2 | 321 | 3656.9 | 19102.7 | 2228.7 | 17038 | 6246.4 | 2019.3 | 762.7 | 592.8 | 758.1 | 4015.8 | 137.9 | 4646.5 | 84330.0 | 5011.1 | 6217.2 | 2201.8 | 23735.4 | 555.2 | 800.9 | 9534.6 | 767.9 | 8130.0 | 42594.8 | 2292.9 | 354.7 | 19149.5 | 6756.4 | 7873.4 | 1957.5 | 2795.3 | 2126.2 | 13577.0 | 1918.6 | 578.9 | 243.3 | 6530.5 | 3353.7 | 457.5 | 3902.2 | 7626.2 | 5564.2 | 1706.8 | 186.6 | 2298.1 | 16356.7 | 219.9 | 196.0 | 1179.0 | 148.0 | 164.0 | 2137.8 | 17545.3 | 99 | 1843.1 | 1323.4 | 4900.3 | 4706.2 | 5107.3 | 14298.1 | 1536.0 | 466.2 | 575.8 | 391.2 | 1392.2 | 38874.4 | 318.5 | 5537.6 | 1280.7 | 1810.8 | 1481.3 | 429.3 | 1471.6 | 657.8 | 5778.6 | 21619.4 | 422.5 | 2747.1 | 14980.5 | 829.7 | 5096.0 | 1511.4 | 7772.9 | 1729.0 | 19403.9 | 3327.2 | 2298.2 | 2780.7 | 1726.1 | 888.3 | 2831.8 | 5397.4 | 6920.5 | 1140.0 | 1206.0 | 1491.1 | 1635.2 | 3660.8 | 5810.2 | 1055.2 | 1646.5 | 893.2 | 9551.1 | 1672.2 | 3053.6 | 8949.0 | 3955.3 | 5576.8 | 511.7 | 858.7 | 7819.1 | 1450.5 | 28456.2 | 8281.9 | 895.5 | 2059.6 | 18869.5 | 10666.4 | 3809.9 | 20041.0 | 338.3 | 700.5 | 597.7 | 3016.1 | 197.0 | 788.4 | 1218.5 | 891.5 | 545.2 | 341.8 | 1753.9 | 13043.2 | 4242.7 | 1750.4 | 1146.8 | 1750.4 | 710.4 | 151.4 | 9594.0 | 1452.1 | 792.6 | 796.3 | 243.6 | 910.1 | 7175.9 | 25505.2 | 1576.0 | 8383.8 | 13404.6 | 636.0 | 2037.5 | 359.0 | 1844.4 | 20365.6 | 406.6 | 717.9 | 254.9 | 620.7 | 8071.7 | 14248.1 | 166090.2 | 3361.2 | 3238.0 | 121254.6 | 1314.1 | 27096.4 | 8689.0 | 2863.5 | 10680.5 | 604.4 | 1194.2 | 1001.0 | 284.2 | 27318.4 | 3490.7 | 5690.0 | 19178.2 | 1688.3 | 2217.9 | 858.2 | 530.7 | 656.5 | 1619.3 | 12143.3 | 31645.8 | 832.7 | 1464.8 | 487.3 | 396.1 | 1098.8 | 2038.5 | 5359.8 | 365.1 | 5579.5 | 19308.4 | 8654.9 | 371.8 | 261.9 | 6754.0 | 674.9 | 776.5 | 84197.8 | 345.3 | 24984.8 | 446.3 | 24298.9 | 860.1 | 205.4 | 354.5 | 4276.3 | 214.3 | 990.5 | 403.0 | 16251.4 | 240.8 | 1382.6 | 360.7 | 417.3 | 328.7 | 216.7 | 19932.8 | 68559.1 | 782.5 | 4282.3 | 22795.5 | 10035.3 | 30642.0 | 16977.3 | 252.6 | 1466.3 | 1953.8 | 63034.8 | 8384.7 | 251749.4 | 1505.3 | 405.8 | 7727.6 | 287.9 | 22711.9 | 7474.9 | 4893.4 | 179.4 | 12576.8 | 62304.7 | 913.3 | 6416 | 7847.3 | 2831.1 | 6694.3 | 7883.0 | 9226.8 | 1812.9 | 442.4 | 63355.5 | 277.6 | 492.8 | 34275.1 | 907.2 | 504.9 | 2703.6 | 202.1 | 214.9 | 402.2 | 27206.1 | 8114.9 | 231.6 | 668.9 | 9248.8 | 374.1 | 12484.8 | 23014.0 | 2287.7 | 557.1 | 230.2 | 60993.3 | 12186.5 | 11121.7 | 10160.3 | 168.4 | 18865.8 | 1252.3 | 30450.2 | 743.0 | 19977.1 | 3817.7 | 4761.0 | 2233.1 | 1397.1 | 805.6 | 211.6 | 3477.1 | 3199.4 | 380.2 | 148.1 | 4064.5 | 28269.8 | 5864.5 | 443.6 | 1985.4 | 384.3 | 269.1 | 7478.9 | 4802.2 | 1380.7 | 4012.7 | 366.5 | 424.5 | 1734.0 | 116.5 | 191.1 | 740.7 | 1742.1 | 3150.3 | 101.4 | 12477.5 | 588.1 | 4892.5 | 445.7 | 1948.7 | 1470.5 | 11732.3 | 13122.1 | 10417.7 | 127874.4 | 494.2 | 2182.4 | 1461.3 | 1306.6 | 294.0 | 18385.9 | 1651.6 | 15069.6 | 30073.8 | 4439.4 | 385.8 | 1910.1 | 10705.1 | 415.8 | 5970.1 | 1492.5 | 706.8 | 51945.8 | 755.6 | 668.1 | 1140.0 | 592.1 | 12069.6 | 624.5 | 715.6 | 681.2 | 312.1 | 739.8 | 112.8 | 10144.6 | 515.2 | 743.1 | 383.3 | 3913.1 | 3001.7 | 419.0 | 2795.2 | 660.5 | 606.7 | 295.4 | 440.9 | 8105.7 | 1803.5 | 4912.3 | 3478.7 | 3140.6 | 5871.8 | 10637.4 | 26374.9 | 161.1 | 4208.6 | 2471 | 1056.2 | 704.5 | 5160.0 | 799.9 | 912.6 | 551.2 | 45561.8 | 2127.3 | 736.4 | 5601.8 | 1440.5 | 2843.5 | 3713.5 | 1056.0 | 689.8 | 917.6 | 505.4 | 1010.8 | 672.7 | 2894.2 | 6250.9 | 2226.6 | 2682.8 | 147.3 | 682.6 | 275.1 | 458.4 | 4463.2 | 198.6 | 2617.5 | 371.6 | 3461.7 | 71107.2 | 17738.7 | 1421.1 | 522.9 | 719.3 | 5937.1 | 3002.9 | 22976.3 | 593.4 | 2823.8 | 1706.3 | 1060.1 | 105011.0 | 322.5 | 10727.9 | 820.1 | 562.6 | 5131.1 | 1938.9 | 1608.1 | 982.7 | 1510.3 | 780.0 | 9103.2 | 5531.6 | 3592.7 | 3490.2 | 87027.7 | 2984.2 | 5450.8 | 884.2 | 13235.8 | 237.6 | 5764.5 | 237.0 | 10719.1 | 4293.6 | 3760.6 | 341.4 | 8603.7 | 7362.9 | 3834.9 | 889.2 | 317.7 | 224.7 | 1189.0 | 79394.2 | 1758.1 | 736.3 | 23710.3 | 172 | 291.9 | 1469.8 | 4333.4 | 540.5 | 116972.1 | 749.2 | 10073.2 | 1082.8 | 822.6 | 1396.7 | 489.1 | 3466.1 | 54020 | 2120.1 | 512.2 | 29629.4 | 10168.6 | 1123.4 | 900.5 | 822.9 | 577.7 | 399.6 | 2191.8 | 5000.7 | 35316.5 | 1338.4 | 2368.4 | 961.0 | 3063.2 | 641.7 | 5980.0 | 189.0 | 453.4 | 974.6 | 1953.2 | 363.4 | 1531.7 | 1024.3 | 1861.0 | 900.6 | 180.7 | 400.7 | 4394.2 | 1322.5 | 16040.8 | 572.2 | 389.4 | 18570.1 | 1704.9 | 5058.3 | 924.5 | 1299.3 | 279.0 | 1588.2 | 5261.3 | 290.4 | 4101.6 | 8151.1 | 604.5 | 412.2 | 567.3 | 1171.0 | 300.0 | 429.6 | 349.8 | 5227.5 | 618.1 | 795.3 | 907.2 | 2263.5 | 1248.3 | 1048.8 | 21944.1 | 645.0 | 16456.0 | 852.0 | 1103.0 | 2419.3 | 1255.8 | 2369.4 | 3667.3 | 372.4 | 3890.4 | 10319.3 | 1300.3 | 20466.8 | 446.6 | 9121.5 | 284.4 | 757.0 | 1352.8 | 814.9 | 8321.8 | 181.8 | 3755.9 | 5745.9 | 414.8 | 428.8 | 1113.8 | 5083.5 | 462.0 | 27509.0 | 278.1 | 477.3 | 14272.9 | 573.1 | 2156.9 | 1165.8 | 2596.4 | 361 | 631.5 | 550.1 | 1835.4 | 44495.2 | 1043.4 | 12265.9 | 6825.2 | 31793.1 | 4384.5 | 3380.5 | 4122.4 | 914.9 | 1497.5 | 1260.7 | 26841.3 | 4391.2 | 2491.2 | 1837.6 | 1748.6 | 3453.1 | 634.7 | 930.7 | 14941.3 | 22715.1 | 33135.7 | 889.6 | 9870.6 | 4395.5 | 528.5 | 334398.4 | 3157.9 | 127148.1 | 202.7 | 14978.2 | 1053.9 | 3867.6 | 4097.2 | 1664.5 | 14611.1 | 3633.3 | 938.0 | 2209.0 | 1772.9 | 3386.7 | 713.2 | 3553.9 | 1069.0 | 730.6 | 1642.7 | 937.3 | 7045.0 | 982.0 | 22910.2 | 3695.1 | 761.1 | 2284.1 | 1982.7 | 4273.8 | 3759.6 | 7486.8 | 4083.2 | 7014.4 | 1238.4 | 9609.4 | 11961.7 | 5102.3 | 845.6 | 832.8 | 17793.9 | 1215.4 | 8224.1 | 2405.2 | 1313.5 | 6926.2 | 508.2 | 780.5 | 58638.3 | 2346.4 | 57372.2 | 999.3 | 71002.7 | 15157.0 | 500.8 | 523.4 | 57557.0 | 2085.5 | 322.5 | 25211.4 | 967.3 | 1431.4 | 3617.9 | 102012.3 | 12657.5 | 3206.2 | 903.6 | 1999.2 | 2754.9 | 1052.7 | 2043.2 | 752.7 | 797.9 | 381.3 | 3111.4 | 854.1 | 3034.1 | 567.8 | 8083.3 | 282.6 | 2150.6 | 980.8 | 372.3 | 470.6 | 236.9 | 4634.8 | 715.6 | 4747.5 | 722.7 | 181.6 | 188129.3 | 5750.6 | 97979.7 | 2291.6 | 15313.5 | 1343.0 | 688.8 | 11073.1 | 47034.9 | 556.0 | 1626.8 | 1889.4 | 1838.8 | 1907.8 | 1370.4 | 299.0 | 1453.5 | 9211.1 | 515.3 | 746.4 | 229.4 | 2312.5 | 1562.8 | 3295.4 | 1099.0 | 1826.3 | 5250.4 | 423.2 | 940.3 | 513.0 | 1500.0 | 3907.6 | 13183.5 | 39637.7 | 1589.9 | 18272.9 | 146051.5 | 329.3 | 804.6 | 210.0 | 15740.1 | 18865.7 | 327.2 | 437.5 | 392.8 | 1136.4 | 805.9 | 3555.8 | 1109.2 | 234.3 | 759.2 | 7830.5 | 689.9 | 2022.8 | 3570.5 | 1338.4 | 1766.3 | 854.1 | 4236.0 | 368.9 | 4778.9 | 1234.7 | 656.5 | 1042.1 | 1209.8 | 1272.9 | 157.8 | 428.0 | 2019.8 | 1649.4 | 2724.6 | 648.8 | 532.4 | 401.7 | 7170.7 | 789.2 | 1254.3 | 6504.0 | 8694.6 | 7546.4 | 747.6 | 2157.8 | 55489.3 | 3647.6 | 3005.5 | 3903.4 | 4412.9 |
| PDAG965NUZ | 1 | 76 | 77 | 3 | Male | 14 | 20 | PD | UTSW | 76.3 | 20 | 31 | Male | Set.2 | 1591.7 | 1181.1 | 24859.2 | 1403.1 | 1662.2 | 2469.4 | 1371.1 | 3487.8 | 1320.0 | 390.8 | 466.4 | 25208.5 | 28676.8 | 788.3 | 71680.7 | 275.9 | 15660.6 | 677.1 | 2365.5 | 1399.2 | 290.9 | 1051.4 | 7693.5 | 633.9 | 4204.6 | 1424.0 | 499.4 | 1513.2 | 10491.9 | 4375.2 | 57221.5 | 35136.7 | 685.0 | 1957.9 | 2871.6 | 6520.2 | 534.1 | 476.0 | 3090.9 | 1362.5 | 1319.3 | 317.1 | 654.6 | 484.1 | 39947.5 | 22586.6 | 4984.5 | 1960.1 | 1364.7 | 1145.2 | 5653.7 | 1660.0 | 30873.7 | 4875.8 | 1248.4 | 762.6 | 2919.2 | 2967.8 | 3240.2 | 16120.1 | 5356.1 | 6382.4 | 75466.9 | 3241.9 | 191.7 | 634.3 | 1212.6 | 6599.0 | 1816.0 | 4219.2 | 2109.5 | 1904.9 | 1225.9 | 965.6 | 428.2 | 702.1 | 1024 | 15825.7 | 531.2 | 352.3 | 256.3 | 14755.6 | 1691.0 | 10803.4 | 2669.9 | 1686.9 | 11676.7 | 713.4 | 12413.4 | 699.6 | 1839.9 | 782.3 | 525.6 | 434.3 | 1665 | 1878.2 | 30519.8 | 1283.1 | 1022.2 | 3918.6 | 215.9 | 1559.1 | 1357.7 | 51358.3 | 70.1 | 565.6 | 172.2 | 401.3 | 1948.8 | 6518.7 | 8224.9 | 41634.0 | 1493.0 | 3268.4 | 948.1 | 11759.7 | 233.8 | 774.0 | 310.3 | 347.0 | 144.3 | 36729.8 | 16656.7 | 1362.3 | 742.9 | 66564.3 | 837.4 | 925.7 | 5129.0 | 21426.9 | 5480.5 | 14337.0 | 809.4 | 42455.7 | 1690.8 | 829.4 | 8437.7 | 19629.8 | 1750.8 | 11962.7 | 312.1 | 350.1 | 118.6 | 577.7 | 969.7 | 477.5 | 2448.6 | 552.3 | 1345.0 | 1665.9 | 2968.4 | 432.0 | 298.5 | 166.4 | 474.1 | 6558.1 | 438.4 | 354.7 | 2332.8 | 10805.6 | 27569.5 | 1165.8 | 506.0 | 3071.7 | 4470.6 | 1563.5 | 5618.9 | 14019.2 | 199.3 | 540.3 | 7366.2 | 28630.5 | 72880.2 | 910.7 | 24148.3 | 642.3 | 11144.0 | 1143.5 | 5846.6 | 9902.5 | 3937.4 | 62630.3 | 527.3 | 24934.8 | 1212.8 | 32018.5 | 6127.1 | 2173.9 | 714.3 | 2804.0 | 3094.9 | 1982.0 | 1020.9 | 285.5 | 87348.2 | 2541.9 | 1176 | 1338.4 | 37511.4 | 644.9 | 8302.8 | 3755.0 | 382.5 | 951.5 | 2067.8 | 2886.5 | 273.7 | 2998.1 | 185.1 | 389.6 | 684.2 | 183.9 | 1127.4 | 1386.7 | 225088.3 | 1517 | 938.1 | 3460.8 | 16618.3 | 308.5 | 3474.0 | 48185.8 | 72494.5 | 181021.8 | 305.9 | 269.9 | 5088.5 | 375.2 | 461.3 | 801.4 | 994.4 | 171.2 | 2807.1 | 712.1 | 185.3 | 326.4 | 643.8 | 844.9 | 43968.8 | 427.4 | 1510.5 | 249.0 | 453.5 | 1802.9 | 18221.6 | 1259.4 | 188805.7 | 12107.6 | 553.1 | 301.4 | 171.1 | 921.5 | 1608.8 | 1802.4 | 11110.8 | 1828.2 | 4142.2 | 1491.2 | 2840.0 | 7616.2 | 707.5 | 1070.4 | 296.6 | 2836.3 | 254.7 | 22978.7 | 9370.2 | 933.2 | 371.1 | 2800.1 | 1838.8 | 7815.7 | 3285.7 | 2742.0 | 3331.8 | 7055.5 | 536.5 | 40683.4 | 262.3 | 371.5 | 2377.9 | 307.9 | 414.6 | 1418.0 | 4796.1 | 49466.2 | 2350.9 | 535.2 | 508.6 | 3160.1 | 1309.3 | 329542.6 | 1839.4 | 773.6 | 5456.3 | 956.3 | 6410.6 | 597.2 | 20624.3 | 2312.6 | 192.9 | 2541.2 | 1799.4 | 258273.0 | 257445.1 | 510.7 | 2507.0 | 24718.2 | 983.0 | 773.9 | 1080.2 | 711.2 | 783.8 | 5342.9 | 1096.1 | 847.8 | 108637.8 | 868.8 | 991.5 | 1869.9 | 9745.2 | 881.5 | 1343.5 | 4230.8 | 913.6 | 9335.7 | 322.4 | 2017.7 | 2455.6 | 1983.0 | 518.0 | 4777.6 | 677.1 | 8659.9 | 1073.7 | 805.5 | 690.6 | 9998.6 | 1008.1 | 326.7 | 661.4 | 8603.1 | 6301.7 | 1677.0 | 19673.9 | 504.4 | 3378.3 | 3797.7 | 14123.2 | 28690.8 | 423.5 | 116.7 | 1756.4 | 1568.2 | 4309.6 | 53610.1 | 2464.0 | 46849.4 | 767.7 | 502.7 | 3514.4 | 5320.0 | 2360.6 | 2655.1 | 742.8 | 3495.3 | 1232.2 | 38113.5 | 5671.8 | 1526.0 | 1506.2 | 4310.4 | 37104.0 | 489.7 | 461.2 | 36787.4 | 218.4 | 490.0 | 5023.2 | 1363.1 | 82103.8 | 1950.6 | 466.4 | 19539.3 | 593.0 | 3418.7 | 898.6 | 779.4 | 9255.1 | 92707.9 | 1991.6 | 312.7 | 2088.0 | 440.7 | 489.5 | 791.9 | 1141.1 | 13840.5 | 6225.3 | 1604.0 | 366.8 | 1041.3 | 10592.2 | 3717.6 | 501.3 | 1311.1 | 43942.4 | 28063.0 | 859.4 | 9425.7 | 400.0 | 2766.4 | 1970.8 | 626.4 | 11630.2 | 1071.2 | 1554.2 | 348 | 2697.4 | 258 | 242.3 | 793.1 | 2219.2 | 16515.6 | 1390.9 | 1199.4 | 2169.0 | 4049.8 | 4464.6 | 1423.9 | 181.8 | 3937.3 | 1045.0 | 368.5 | 536.6 | 229.5 | 7304.3 | 3048.2 | 7308.5 | 3007.8 | 2059.8 | 765 | 4099.4 | 1812.1 | 8078.3 | 2659.4 | 7201.2 | 470.9 | 412.2 | 41984.0 | 2427.3 | 3619.0 | 652.5 | 4998.0 | 1884.6 | 705.6 | 2831.9 | 3498.0 | 1196.4 | 4537.1 | 669.7 | 822.9 | 12259.1 | 435.7 | 2475.3 | 1370.1 | 1328.0 | 282.7 | 1114.3 | 950.2 | 159.0 | 3669.4 | 7624.8 | 51411.6 | 294.1 | 5651.3 | 2217.2 | 2077.2 | 10543.6 | 2351.4 | 844.0 | 457.6 | 2197.6 | 1099.3 | 38792.3 | 13916.1 | 310.8 | 137.7 | 3670.1 | 133119.1 | 745.5 | 12011.6 | 2976.7 | 2079.4 | 5228.5 | 4716.7 | 318.7 | 1020.0 | 1275.8 | 2122.9 | 382.9 | 180.9 | 4092 | 16296.9 | 1281.0 | 8574.0 | 24249.6 | 4601.4 | 240.1 | 649.6 | 538.9 | 1220.7 | 4043.1 | 86224.1 | 1088.6 | 788.4 | 98553.7 | 937.2 | 2767.2 | 8696.6 | 188.7 | 845.5 | 12164.1 | 863.8 | 484.6 | 351.6 | 2302.3 | 190.1 | 26436.1 | 1578.6 | 1139.2 | 321 | 3656.9 | 19102.7 | 2228.7 | 17038 | 6246.4 | 2019.3 | 762.7 | 592.8 | 758.1 | 4015.8 | 137.9 | 4646.5 | 84330.0 | 5011.1 | 6217.2 | 2201.8 | 23735.4 | 555.2 | 800.9 | 9534.6 | 767.9 | 8130.0 | 42594.8 | 2292.9 | 354.7 | 19149.5 | 6756.4 | 7873.4 | 1957.5 | 2795.3 | 2126.2 | 13577.0 | 1918.6 | 578.9 | 243.3 | 6530.5 | 3353.7 | 457.5 | 3902.2 | 7626.2 | 5564.2 | 1706.8 | 186.6 | 2298.1 | 16356.7 | 219.9 | 196.0 | 1179.0 | 148.0 | 164.0 | 2137.8 | 17545.3 | 99 | 1843.1 | 1323.4 | 4900.3 | 4706.2 | 5107.3 | 14298.1 | 1536.0 | 466.2 | 575.8 | 391.2 | 1392.2 | 38874.4 | 318.5 | 5537.6 | 1280.7 | 1810.8 | 1481.3 | 429.3 | 1471.6 | 657.8 | 5778.6 | 21619.4 | 422.5 | 2747.1 | 14980.5 | 829.7 | 5096.0 | 1511.4 | 7772.9 | 1729.0 | 19403.9 | 3327.2 | 2298.2 | 2780.7 | 1726.1 | 888.3 | 2831.8 | 5397.4 | 6920.5 | 1140.0 | 1206.0 | 1491.1 | 1635.2 | 3660.8 | 5810.2 | 1055.2 | 1646.5 | 893.2 | 9551.1 | 1672.2 | 3053.6 | 8949.0 | 3955.3 | 5576.8 | 511.7 | 858.7 | 7819.1 | 1450.5 | 28456.2 | 8281.9 | 895.5 | 2059.6 | 18869.5 | 10666.4 | 3809.9 | 20041.0 | 338.3 | 700.5 | 597.7 | 3016.1 | 197.0 | 788.4 | 1218.5 | 891.5 | 545.2 | 341.8 | 1753.9 | 13043.2 | 4242.7 | 1750.4 | 1146.8 | 1750.4 | 710.4 | 151.4 | 9594.0 | 1452.1 | 792.6 | 796.3 | 243.6 | 910.1 | 7175.9 | 25505.2 | 1576.0 | 8383.8 | 13404.6 | 636.0 | 2037.5 | 359.0 | 1844.4 | 20365.6 | 406.6 | 717.9 | 254.9 | 620.7 | 8071.7 | 14248.1 | 166090.2 | 3361.2 | 3238.0 | 121254.6 | 1314.1 | 27096.4 | 8689.0 | 2863.5 | 10680.5 | 604.4 | 1194.2 | 1001.0 | 284.2 | 27318.4 | 3490.7 | 5690.0 | 19178.2 | 1688.3 | 2217.9 | 858.2 | 530.7 | 656.5 | 1619.3 | 12143.3 | 31645.8 | 832.7 | 1464.8 | 487.3 | 396.1 | 1098.8 | 2038.5 | 5359.8 | 365.1 | 5579.5 | 19308.4 | 8654.9 | 371.8 | 261.9 | 6754.0 | 674.9 | 776.5 | 84197.8 | 345.3 | 24984.8 | 446.3 | 24298.9 | 860.1 | 205.4 | 354.5 | 4276.3 | 214.3 | 990.5 | 403.0 | 16251.4 | 240.8 | 1382.6 | 360.7 | 417.3 | 328.7 | 216.7 | 19932.8 | 68559.1 | 782.5 | 4282.3 | 22795.5 | 10035.3 | 30642.0 | 16977.3 | 252.6 | 1466.3 | 1953.8 | 63034.8 | 8384.7 | 251749.4 | 1505.3 | 405.8 | 7727.6 | 287.9 | 22711.9 | 7474.9 | 4893.4 | 179.4 | 12576.8 | 62304.7 | 913.3 | 6416 | 7847.3 | 2831.1 | 6694.3 | 7883.0 | 9226.8 | 1812.9 | 442.4 | 63355.5 | 277.6 | 492.8 | 34275.1 | 907.2 | 504.9 | 2703.6 | 202.1 | 214.9 | 402.2 | 27206.1 | 8114.9 | 231.6 | 668.9 | 9248.8 | 374.1 | 12484.8 | 23014.0 | 2287.7 | 557.1 | 230.2 | 60993.3 | 12186.5 | 11121.7 | 10160.3 | 168.4 | 18865.8 | 1252.3 | 30450.2 | 743.0 | 19977.1 | 3817.7 | 4761.0 | 2233.1 | 1397.1 | 805.6 | 211.6 | 3477.1 | 3199.4 | 380.2 | 148.1 | 4064.5 | 28269.8 | 5864.5 | 443.6 | 1985.4 | 384.3 | 269.1 | 7478.9 | 4802.2 | 1380.7 | 4012.7 | 366.5 | 424.5 | 1734.0 | 116.5 | 191.1 | 740.7 | 1742.1 | 3150.3 | 101.4 | 12477.5 | 588.1 | 4892.5 | 445.7 | 1948.7 | 1470.5 | 11732.3 | 13122.1 | 10417.7 | 127874.4 | 494.2 | 2182.4 | 1461.3 | 1306.6 | 294.0 | 18385.9 | 1651.6 | 15069.6 | 30073.8 | 4439.4 | 385.8 | 1910.1 | 10705.1 | 415.8 | 5970.1 | 1492.5 | 706.8 | 51945.8 | 755.6 | 668.1 | 1140.0 | 592.1 | 12069.6 | 624.5 | 715.6 | 681.2 | 312.1 | 739.8 | 112.8 | 10144.6 | 515.2 | 743.1 | 383.3 | 3913.1 | 3001.7 | 419.0 | 2795.2 | 660.5 | 606.7 | 295.4 | 440.9 | 8105.7 | 1803.5 | 4912.3 | 3478.7 | 3140.6 | 5871.8 | 10637.4 | 26374.9 | 161.1 | 4208.6 | 2471 | 1056.2 | 704.5 | 5160.0 | 799.9 | 912.6 | 551.2 | 45561.8 | 2127.3 | 736.4 | 5601.8 | 1440.5 | 2843.5 | 3713.5 | 1056.0 | 689.8 | 917.6 | 505.4 | 1010.8 | 672.7 | 2894.2 | 6250.9 | 2226.6 | 2682.8 | 147.3 | 682.6 | 275.1 | 458.4 | 4463.2 | 198.6 | 2617.5 | 371.6 | 3461.7 | 71107.2 | 17738.7 | 1421.1 | 522.9 | 719.3 | 5937.1 | 3002.9 | 22976.3 | 593.4 | 2823.8 | 1706.3 | 1060.1 | 105011.0 | 322.5 | 10727.9 | 820.1 | 562.6 | 5131.1 | 1938.9 | 1608.1 | 982.7 | 1510.3 | 780.0 | 9103.2 | 5531.6 | 3592.7 | 3490.2 | 87027.7 | 2984.2 | 5450.8 | 884.2 | 13235.8 | 237.6 | 5764.5 | 237.0 | 10719.1 | 4293.6 | 3760.6 | 341.4 | 8603.7 | 7362.9 | 3834.9 | 889.2 | 317.7 | 224.7 | 1189.0 | 79394.2 | 1758.1 | 736.3 | 23710.3 | 172 | 291.9 | 1469.8 | 4333.4 | 540.5 | 116972.1 | 749.2 | 10073.2 | 1082.8 | 822.6 | 1396.7 | 489.1 | 3466.1 | 54020 | 2120.1 | 512.2 | 29629.4 | 10168.6 | 1123.4 | 900.5 | 822.9 | 577.7 | 399.6 | 2191.8 | 5000.7 | 35316.5 | 1338.4 | 2368.4 | 961.0 | 3063.2 | 641.7 | 5980.0 | 189.0 | 453.4 | 974.6 | 1953.2 | 363.4 | 1531.7 | 1024.3 | 1861.0 | 900.6 | 180.7 | 400.7 | 4394.2 | 1322.5 | 16040.8 | 572.2 | 389.4 | 18570.1 | 1704.9 | 5058.3 | 924.5 | 1299.3 | 279.0 | 1588.2 | 5261.3 | 290.4 | 4101.6 | 8151.1 | 604.5 | 412.2 | 567.3 | 1171.0 | 300.0 | 429.6 | 349.8 | 5227.5 | 618.1 | 795.3 | 907.2 | 2263.5 | 1248.3 | 1048.8 | 21944.1 | 645.0 | 16456.0 | 852.0 | 1103.0 | 2419.3 | 1255.8 | 2369.4 | 3667.3 | 372.4 | 3890.4 | 10319.3 | 1300.3 | 20466.8 | 446.6 | 9121.5 | 284.4 | 757.0 | 1352.8 | 814.9 | 8321.8 | 181.8 | 3755.9 | 5745.9 | 414.8 | 428.8 | 1113.8 | 5083.5 | 462.0 | 27509.0 | 278.1 | 477.3 | 14272.9 | 573.1 | 2156.9 | 1165.8 | 2596.4 | 361 | 631.5 | 550.1 | 1835.4 | 44495.2 | 1043.4 | 12265.9 | 6825.2 | 31793.1 | 4384.5 | 3380.5 | 4122.4 | 914.9 | 1497.5 | 1260.7 | 26841.3 | 4391.2 | 2491.2 | 1837.6 | 1748.6 | 3453.1 | 634.7 | 930.7 | 14941.3 | 22715.1 | 33135.7 | 889.6 | 9870.6 | 4395.5 | 528.5 | 334398.4 | 3157.9 | 127148.1 | 202.7 | 14978.2 | 1053.9 | 3867.6 | 4097.2 | 1664.5 | 14611.1 | 3633.3 | 938.0 | 2209.0 | 1772.9 | 3386.7 | 713.2 | 3553.9 | 1069.0 | 730.6 | 1642.7 | 937.3 | 7045.0 | 982.0 | 22910.2 | 3695.1 | 761.1 | 2284.1 | 1982.7 | 4273.8 | 3759.6 | 7486.8 | 4083.2 | 7014.4 | 1238.4 | 9609.4 | 11961.7 | 5102.3 | 845.6 | 832.8 | 17793.9 | 1215.4 | 8224.1 | 2405.2 | 1313.5 | 6926.2 | 508.2 | 780.5 | 58638.3 | 2346.4 | 57372.2 | 999.3 | 71002.7 | 15157.0 | 500.8 | 523.4 | 57557.0 | 2085.5 | 322.5 | 25211.4 | 967.3 | 1431.4 | 3617.9 | 102012.3 | 12657.5 | 3206.2 | 903.6 | 1999.2 | 2754.9 | 1052.7 | 2043.2 | 752.7 | 797.9 | 381.3 | 3111.4 | 854.1 | 3034.1 | 567.8 | 8083.3 | 282.6 | 2150.6 | 980.8 | 372.3 | 470.6 | 236.9 | 4634.8 | 715.6 | 4747.5 | 722.7 | 181.6 | 188129.3 | 5750.6 | 97979.7 | 2291.6 | 15313.5 | 1343.0 | 688.8 | 11073.1 | 47034.9 | 556.0 | 1626.8 | 1889.4 | 1838.8 | 1907.8 | 1370.4 | 299.0 | 1453.5 | 9211.1 | 515.3 | 746.4 | 229.4 | 2312.5 | 1562.8 | 3295.4 | 1099.0 | 1826.3 | 5250.4 | 423.2 | 940.3 | 513.0 | 1500.0 | 3907.6 | 13183.5 | 39637.7 | 1589.9 | 18272.9 | 146051.5 | 329.3 | 804.6 | 210.0 | 15740.1 | 18865.7 | 327.2 | 437.5 | 392.8 | 1136.4 | 805.9 | 3555.8 | 1109.2 | 234.3 | 759.2 | 7830.5 | 689.9 | 2022.8 | 3570.5 | 1338.4 | 1766.3 | 854.1 | 4236.0 | 368.9 | 4778.9 | 1234.7 | 656.5 | 1042.1 | 1209.8 | 1272.9 | 157.8 | 428.0 | 2019.8 | 1649.4 | 2724.6 | 648.8 | 532.4 | 401.7 | 7170.7 | 789.2 | 1254.3 | 6504.0 | 8694.6 | 7546.4 | 747.6 | 2157.8 | 55489.3 | 3647.6 | 3005.5 | 3903.4 | 4412.9 |
| PDAG965NUZ | 2 | 76 | 78 | 4 | Male | 21 | 20 | PD | UTSW | 76.3 | 20 | 31 | Male | Set.2 | 1591.7 | 1181.1 | 24859.2 | 1403.1 | 1662.2 | 2469.4 | 1371.1 | 3487.8 | 1320.0 | 390.8 | 466.4 | 25208.5 | 28676.8 | 788.3 | 71680.7 | 275.9 | 15660.6 | 677.1 | 2365.5 | 1399.2 | 290.9 | 1051.4 | 7693.5 | 633.9 | 4204.6 | 1424.0 | 499.4 | 1513.2 | 10491.9 | 4375.2 | 57221.5 | 35136.7 | 685.0 | 1957.9 | 2871.6 | 6520.2 | 534.1 | 476.0 | 3090.9 | 1362.5 | 1319.3 | 317.1 | 654.6 | 484.1 | 39947.5 | 22586.6 | 4984.5 | 1960.1 | 1364.7 | 1145.2 | 5653.7 | 1660.0 | 30873.7 | 4875.8 | 1248.4 | 762.6 | 2919.2 | 2967.8 | 3240.2 | 16120.1 | 5356.1 | 6382.4 | 75466.9 | 3241.9 | 191.7 | 634.3 | 1212.6 | 6599.0 | 1816.0 | 4219.2 | 2109.5 | 1904.9 | 1225.9 | 965.6 | 428.2 | 702.1 | 1024 | 15825.7 | 531.2 | 352.3 | 256.3 | 14755.6 | 1691.0 | 10803.4 | 2669.9 | 1686.9 | 11676.7 | 713.4 | 12413.4 | 699.6 | 1839.9 | 782.3 | 525.6 | 434.3 | 1665 | 1878.2 | 30519.8 | 1283.1 | 1022.2 | 3918.6 | 215.9 | 1559.1 | 1357.7 | 51358.3 | 70.1 | 565.6 | 172.2 | 401.3 | 1948.8 | 6518.7 | 8224.9 | 41634.0 | 1493.0 | 3268.4 | 948.1 | 11759.7 | 233.8 | 774.0 | 310.3 | 347.0 | 144.3 | 36729.8 | 16656.7 | 1362.3 | 742.9 | 66564.3 | 837.4 | 925.7 | 5129.0 | 21426.9 | 5480.5 | 14337.0 | 809.4 | 42455.7 | 1690.8 | 829.4 | 8437.7 | 19629.8 | 1750.8 | 11962.7 | 312.1 | 350.1 | 118.6 | 577.7 | 969.7 | 477.5 | 2448.6 | 552.3 | 1345.0 | 1665.9 | 2968.4 | 432.0 | 298.5 | 166.4 | 474.1 | 6558.1 | 438.4 | 354.7 | 2332.8 | 10805.6 | 27569.5 | 1165.8 | 506.0 | 3071.7 | 4470.6 | 1563.5 | 5618.9 | 14019.2 | 199.3 | 540.3 | 7366.2 | 28630.5 | 72880.2 | 910.7 | 24148.3 | 642.3 | 11144.0 | 1143.5 | 5846.6 | 9902.5 | 3937.4 | 62630.3 | 527.3 | 24934.8 | 1212.8 | 32018.5 | 6127.1 | 2173.9 | 714.3 | 2804.0 | 3094.9 | 1982.0 | 1020.9 | 285.5 | 87348.2 | 2541.9 | 1176 | 1338.4 | 37511.4 | 644.9 | 8302.8 | 3755.0 | 382.5 | 951.5 | 2067.8 | 2886.5 | 273.7 | 2998.1 | 185.1 | 389.6 | 684.2 | 183.9 | 1127.4 | 1386.7 | 225088.3 | 1517 | 938.1 | 3460.8 | 16618.3 | 308.5 | 3474.0 | 48185.8 | 72494.5 | 181021.8 | 305.9 | 269.9 | 5088.5 | 375.2 | 461.3 | 801.4 | 994.4 | 171.2 | 2807.1 | 712.1 | 185.3 | 326.4 | 643.8 | 844.9 | 43968.8 | 427.4 | 1510.5 | 249.0 | 453.5 | 1802.9 | 18221.6 | 1259.4 | 188805.7 | 12107.6 | 553.1 | 301.4 | 171.1 | 921.5 | 1608.8 | 1802.4 | 11110.8 | 1828.2 | 4142.2 | 1491.2 | 2840.0 | 7616.2 | 707.5 | 1070.4 | 296.6 | 2836.3 | 254.7 | 22978.7 | 9370.2 | 933.2 | 371.1 | 2800.1 | 1838.8 | 7815.7 | 3285.7 | 2742.0 | 3331.8 | 7055.5 | 536.5 | 40683.4 | 262.3 | 371.5 | 2377.9 | 307.9 | 414.6 | 1418.0 | 4796.1 | 49466.2 | 2350.9 | 535.2 | 508.6 | 3160.1 | 1309.3 | 329542.6 | 1839.4 | 773.6 | 5456.3 | 956.3 | 6410.6 | 597.2 | 20624.3 | 2312.6 | 192.9 | 2541.2 | 1799.4 | 258273.0 | 257445.1 | 510.7 | 2507.0 | 24718.2 | 983.0 | 773.9 | 1080.2 | 711.2 | 783.8 | 5342.9 | 1096.1 | 847.8 | 108637.8 | 868.8 | 991.5 | 1869.9 | 9745.2 | 881.5 | 1343.5 | 4230.8 | 913.6 | 9335.7 | 322.4 | 2017.7 | 2455.6 | 1983.0 | 518.0 | 4777.6 | 677.1 | 8659.9 | 1073.7 | 805.5 | 690.6 | 9998.6 | 1008.1 | 326.7 | 661.4 | 8603.1 | 6301.7 | 1677.0 | 19673.9 | 504.4 | 3378.3 | 3797.7 | 14123.2 | 28690.8 | 423.5 | 116.7 | 1756.4 | 1568.2 | 4309.6 | 53610.1 | 2464.0 | 46849.4 | 767.7 | 502.7 | 3514.4 | 5320.0 | 2360.6 | 2655.1 | 742.8 | 3495.3 | 1232.2 | 38113.5 | 5671.8 | 1526.0 | 1506.2 | 4310.4 | 37104.0 | 489.7 | 461.2 | 36787.4 | 218.4 | 490.0 | 5023.2 | 1363.1 | 82103.8 | 1950.6 | 466.4 | 19539.3 | 593.0 | 3418.7 | 898.6 | 779.4 | 9255.1 | 92707.9 | 1991.6 | 312.7 | 2088.0 | 440.7 | 489.5 | 791.9 | 1141.1 | 13840.5 | 6225.3 | 1604.0 | 366.8 | 1041.3 | 10592.2 | 3717.6 | 501.3 | 1311.1 | 43942.4 | 28063.0 | 859.4 | 9425.7 | 400.0 | 2766.4 | 1970.8 | 626.4 | 11630.2 | 1071.2 | 1554.2 | 348 | 2697.4 | 258 | 242.3 | 793.1 | 2219.2 | 16515.6 | 1390.9 | 1199.4 | 2169.0 | 4049.8 | 4464.6 | 1423.9 | 181.8 | 3937.3 | 1045.0 | 368.5 | 536.6 | 229.5 | 7304.3 | 3048.2 | 7308.5 | 3007.8 | 2059.8 | 765 | 4099.4 | 1812.1 | 8078.3 | 2659.4 | 7201.2 | 470.9 | 412.2 | 41984.0 | 2427.3 | 3619.0 | 652.5 | 4998.0 | 1884.6 | 705.6 | 2831.9 | 3498.0 | 1196.4 | 4537.1 | 669.7 | 822.9 | 12259.1 | 435.7 | 2475.3 | 1370.1 | 1328.0 | 282.7 | 1114.3 | 950.2 | 159.0 | 3669.4 | 7624.8 | 51411.6 | 294.1 | 5651.3 | 2217.2 | 2077.2 | 10543.6 | 2351.4 | 844.0 | 457.6 | 2197.6 | 1099.3 | 38792.3 | 13916.1 | 310.8 | 137.7 | 3670.1 | 133119.1 | 745.5 | 12011.6 | 2976.7 | 2079.4 | 5228.5 | 4716.7 | 318.7 | 1020.0 | 1275.8 | 2122.9 | 382.9 | 180.9 | 4092 | 16296.9 | 1281.0 | 8574.0 | 24249.6 | 4601.4 | 240.1 | 649.6 | 538.9 | 1220.7 | 4043.1 | 86224.1 | 1088.6 | 788.4 | 98553.7 | 937.2 | 2767.2 | 8696.6 | 188.7 | 845.5 | 12164.1 | 863.8 | 484.6 | 351.6 | 2302.3 | 190.1 | 26436.1 | 1578.6 | 1139.2 | 321 | 3656.9 | 19102.7 | 2228.7 | 17038 | 6246.4 | 2019.3 | 762.7 | 592.8 | 758.1 | 4015.8 | 137.9 | 4646.5 | 84330.0 | 5011.1 | 6217.2 | 2201.8 | 23735.4 | 555.2 | 800.9 | 9534.6 | 767.9 | 8130.0 | 42594.8 | 2292.9 | 354.7 | 19149.5 | 6756.4 | 7873.4 | 1957.5 | 2795.3 | 2126.2 | 13577.0 | 1918.6 | 578.9 | 243.3 | 6530.5 | 3353.7 | 457.5 | 3902.2 | 7626.2 | 5564.2 | 1706.8 | 186.6 | 2298.1 | 16356.7 | 219.9 | 196.0 | 1179.0 | 148.0 | 164.0 | 2137.8 | 17545.3 | 99 | 1843.1 | 1323.4 | 4900.3 | 4706.2 | 5107.3 | 14298.1 | 1536.0 | 466.2 | 575.8 | 391.2 | 1392.2 | 38874.4 | 318.5 | 5537.6 | 1280.7 | 1810.8 | 1481.3 | 429.3 | 1471.6 | 657.8 | 5778.6 | 21619.4 | 422.5 | 2747.1 | 14980.5 | 829.7 | 5096.0 | 1511.4 | 7772.9 | 1729.0 | 19403.9 | 3327.2 | 2298.2 | 2780.7 | 1726.1 | 888.3 | 2831.8 | 5397.4 | 6920.5 | 1140.0 | 1206.0 | 1491.1 | 1635.2 | 3660.8 | 5810.2 | 1055.2 | 1646.5 | 893.2 | 9551.1 | 1672.2 | 3053.6 | 8949.0 | 3955.3 | 5576.8 | 511.7 | 858.7 | 7819.1 | 1450.5 | 28456.2 | 8281.9 | 895.5 | 2059.6 | 18869.5 | 10666.4 | 3809.9 | 20041.0 | 338.3 | 700.5 | 597.7 | 3016.1 | 197.0 | 788.4 | 1218.5 | 891.5 | 545.2 | 341.8 | 1753.9 | 13043.2 | 4242.7 | 1750.4 | 1146.8 | 1750.4 | 710.4 | 151.4 | 9594.0 | 1452.1 | 792.6 | 796.3 | 243.6 | 910.1 | 7175.9 | 25505.2 | 1576.0 | 8383.8 | 13404.6 | 636.0 | 2037.5 | 359.0 | 1844.4 | 20365.6 | 406.6 | 717.9 | 254.9 | 620.7 | 8071.7 | 14248.1 | 166090.2 | 3361.2 | 3238.0 | 121254.6 | 1314.1 | 27096.4 | 8689.0 | 2863.5 | 10680.5 | 604.4 | 1194.2 | 1001.0 | 284.2 | 27318.4 | 3490.7 | 5690.0 | 19178.2 | 1688.3 | 2217.9 | 858.2 | 530.7 | 656.5 | 1619.3 | 12143.3 | 31645.8 | 832.7 | 1464.8 | 487.3 | 396.1 | 1098.8 | 2038.5 | 5359.8 | 365.1 | 5579.5 | 19308.4 | 8654.9 | 371.8 | 261.9 | 6754.0 | 674.9 | 776.5 | 84197.8 | 345.3 | 24984.8 | 446.3 | 24298.9 | 860.1 | 205.4 | 354.5 | 4276.3 | 214.3 | 990.5 | 403.0 | 16251.4 | 240.8 | 1382.6 | 360.7 | 417.3 | 328.7 | 216.7 | 19932.8 | 68559.1 | 782.5 | 4282.3 | 22795.5 | 10035.3 | 30642.0 | 16977.3 | 252.6 | 1466.3 | 1953.8 | 63034.8 | 8384.7 | 251749.4 | 1505.3 | 405.8 | 7727.6 | 287.9 | 22711.9 | 7474.9 | 4893.4 | 179.4 | 12576.8 | 62304.7 | 913.3 | 6416 | 7847.3 | 2831.1 | 6694.3 | 7883.0 | 9226.8 | 1812.9 | 442.4 | 63355.5 | 277.6 | 492.8 | 34275.1 | 907.2 | 504.9 | 2703.6 | 202.1 | 214.9 | 402.2 | 27206.1 | 8114.9 | 231.6 | 668.9 | 9248.8 | 374.1 | 12484.8 | 23014.0 | 2287.7 | 557.1 | 230.2 | 60993.3 | 12186.5 | 11121.7 | 10160.3 | 168.4 | 18865.8 | 1252.3 | 30450.2 | 743.0 | 19977.1 | 3817.7 | 4761.0 | 2233.1 | 1397.1 | 805.6 | 211.6 | 3477.1 | 3199.4 | 380.2 | 148.1 | 4064.5 | 28269.8 | 5864.5 | 443.6 | 1985.4 | 384.3 | 269.1 | 7478.9 | 4802.2 | 1380.7 | 4012.7 | 366.5 | 424.5 | 1734.0 | 116.5 | 191.1 | 740.7 | 1742.1 | 3150.3 | 101.4 | 12477.5 | 588.1 | 4892.5 | 445.7 | 1948.7 | 1470.5 | 11732.3 | 13122.1 | 10417.7 | 127874.4 | 494.2 | 2182.4 | 1461.3 | 1306.6 | 294.0 | 18385.9 | 1651.6 | 15069.6 | 30073.8 | 4439.4 | 385.8 | 1910.1 | 10705.1 | 415.8 | 5970.1 | 1492.5 | 706.8 | 51945.8 | 755.6 | 668.1 | 1140.0 | 592.1 | 12069.6 | 624.5 | 715.6 | 681.2 | 312.1 | 739.8 | 112.8 | 10144.6 | 515.2 | 743.1 | 383.3 | 3913.1 | 3001.7 | 419.0 | 2795.2 | 660.5 | 606.7 | 295.4 | 440.9 | 8105.7 | 1803.5 | 4912.3 | 3478.7 | 3140.6 | 5871.8 | 10637.4 | 26374.9 | 161.1 | 4208.6 | 2471 | 1056.2 | 704.5 | 5160.0 | 799.9 | 912.6 | 551.2 | 45561.8 | 2127.3 | 736.4 | 5601.8 | 1440.5 | 2843.5 | 3713.5 | 1056.0 | 689.8 | 917.6 | 505.4 | 1010.8 | 672.7 | 2894.2 | 6250.9 | 2226.6 | 2682.8 | 147.3 | 682.6 | 275.1 | 458.4 | 4463.2 | 198.6 | 2617.5 | 371.6 | 3461.7 | 71107.2 | 17738.7 | 1421.1 | 522.9 | 719.3 | 5937.1 | 3002.9 | 22976.3 | 593.4 | 2823.8 | 1706.3 | 1060.1 | 105011.0 | 322.5 | 10727.9 | 820.1 | 562.6 | 5131.1 | 1938.9 | 1608.1 | 982.7 | 1510.3 | 780.0 | 9103.2 | 5531.6 | 3592.7 | 3490.2 | 87027.7 | 2984.2 | 5450.8 | 884.2 | 13235.8 | 237.6 | 5764.5 | 237.0 | 10719.1 | 4293.6 | 3760.6 | 341.4 | 8603.7 | 7362.9 | 3834.9 | 889.2 | 317.7 | 224.7 | 1189.0 | 79394.2 | 1758.1 | 736.3 | 23710.3 | 172 | 291.9 | 1469.8 | 4333.4 | 540.5 | 116972.1 | 749.2 | 10073.2 | 1082.8 | 822.6 | 1396.7 | 489.1 | 3466.1 | 54020 | 2120.1 | 512.2 | 29629.4 | 10168.6 | 1123.4 | 900.5 | 822.9 | 577.7 | 399.6 | 2191.8 | 5000.7 | 35316.5 | 1338.4 | 2368.4 | 961.0 | 3063.2 | 641.7 | 5980.0 | 189.0 | 453.4 | 974.6 | 1953.2 | 363.4 | 1531.7 | 1024.3 | 1861.0 | 900.6 | 180.7 | 400.7 | 4394.2 | 1322.5 | 16040.8 | 572.2 | 389.4 | 18570.1 | 1704.9 | 5058.3 | 924.5 | 1299.3 | 279.0 | 1588.2 | 5261.3 | 290.4 | 4101.6 | 8151.1 | 604.5 | 412.2 | 567.3 | 1171.0 | 300.0 | 429.6 | 349.8 | 5227.5 | 618.1 | 795.3 | 907.2 | 2263.5 | 1248.3 | 1048.8 | 21944.1 | 645.0 | 16456.0 | 852.0 | 1103.0 | 2419.3 | 1255.8 | 2369.4 | 3667.3 | 372.4 | 3890.4 | 10319.3 | 1300.3 | 20466.8 | 446.6 | 9121.5 | 284.4 | 757.0 | 1352.8 | 814.9 | 8321.8 | 181.8 | 3755.9 | 5745.9 | 414.8 | 428.8 | 1113.8 | 5083.5 | 462.0 | 27509.0 | 278.1 | 477.3 | 14272.9 | 573.1 | 2156.9 | 1165.8 | 2596.4 | 361 | 631.5 | 550.1 | 1835.4 | 44495.2 | 1043.4 | 12265.9 | 6825.2 | 31793.1 | 4384.5 | 3380.5 | 4122.4 | 914.9 | 1497.5 | 1260.7 | 26841.3 | 4391.2 | 2491.2 | 1837.6 | 1748.6 | 3453.1 | 634.7 | 930.7 | 14941.3 | 22715.1 | 33135.7 | 889.6 | 9870.6 | 4395.5 | 528.5 | 334398.4 | 3157.9 | 127148.1 | 202.7 | 14978.2 | 1053.9 | 3867.6 | 4097.2 | 1664.5 | 14611.1 | 3633.3 | 938.0 | 2209.0 | 1772.9 | 3386.7 | 713.2 | 3553.9 | 1069.0 | 730.6 | 1642.7 | 937.3 | 7045.0 | 982.0 | 22910.2 | 3695.1 | 761.1 | 2284.1 | 1982.7 | 4273.8 | 3759.6 | 7486.8 | 4083.2 | 7014.4 | 1238.4 | 9609.4 | 11961.7 | 5102.3 | 845.6 | 832.8 | 17793.9 | 1215.4 | 8224.1 | 2405.2 | 1313.5 | 6926.2 | 508.2 | 780.5 | 58638.3 | 2346.4 | 57372.2 | 999.3 | 71002.7 | 15157.0 | 500.8 | 523.4 | 57557.0 | 2085.5 | 322.5 | 25211.4 | 967.3 | 1431.4 | 3617.9 | 102012.3 | 12657.5 | 3206.2 | 903.6 | 1999.2 | 2754.9 | 1052.7 | 2043.2 | 752.7 | 797.9 | 381.3 | 3111.4 | 854.1 | 3034.1 | 567.8 | 8083.3 | 282.6 | 2150.6 | 980.8 | 372.3 | 470.6 | 236.9 | 4634.8 | 715.6 | 4747.5 | 722.7 | 181.6 | 188129.3 | 5750.6 | 97979.7 | 2291.6 | 15313.5 | 1343.0 | 688.8 | 11073.1 | 47034.9 | 556.0 | 1626.8 | 1889.4 | 1838.8 | 1907.8 | 1370.4 | 299.0 | 1453.5 | 9211.1 | 515.3 | 746.4 | 229.4 | 2312.5 | 1562.8 | 3295.4 | 1099.0 | 1826.3 | 5250.4 | 423.2 | 940.3 | 513.0 | 1500.0 | 3907.6 | 13183.5 | 39637.7 | 1589.9 | 18272.9 | 146051.5 | 329.3 | 804.6 | 210.0 | 15740.1 | 18865.7 | 327.2 | 437.5 | 392.8 | 1136.4 | 805.9 | 3555.8 | 1109.2 | 234.3 | 759.2 | 7830.5 | 689.9 | 2022.8 | 3570.5 | 1338.4 | 1766.3 | 854.1 | 4236.0 | 368.9 | 4778.9 | 1234.7 | 656.5 | 1042.1 | 1209.8 | 1272.9 | 157.8 | 428.0 | 2019.8 | 1649.4 | 2724.6 | 648.8 | 532.4 | 401.7 | 7170.7 | 789.2 | 1254.3 | 6504.0 | 8694.6 | 7546.4 | 747.6 | 2157.8 | 55489.3 | 3647.6 | 3005.5 | 3903.4 | 4412.9 |
| PDAL120HLU | 0 | 65 | 65 | 13 | Female | 21 | 305 | PD | UTSW | 64.5 | 305 | 72 | Female | Set.4 | 1942.8 | 774.1 | 47926.6 | 649.6 | 1108.5 | 2704.5 | 1255.0 | 7462.3 | 824.6 | 275.0 | 308.4 | 19176.7 | 21014.7 | 1655.5 | 2308.3 | 193.9 | 17054.5 | 561.6 | 1724.2 | 3085.3 | 616.9 | 1921.2 | 4169.4 | 480.3 | 3550.2 | 472.8 | 220.6 | 2104.0 | 10045.5 | 10098.0 | 68400.3 | 33851.5 | 505.7 | 1819.7 | 7667.6 | 1081.2 | 411.7 | 388.9 | 1901.4 | 1744.9 | 1540.5 | 656.2 | 557.7 | 613.7 | 19890.3 | 40190.5 | 4222.5 | 1859.1 | 1094.6 | 1187.8 | 5590.0 | 1847.7 | 36773.2 | 12704.1 | 2107.4 | 344.2 | 2018.0 | 3174.5 | 8902.6 | 25239.3 | 5798.1 | 6428.8 | 68375.3 | 3244.0 | 199.1 | 602.7 | 1011.3 | 6141.4 | 1339.9 | 10232.8 | 1942.7 | 1710.7 | 1066.1 | 795.8 | 340.1 | 488.3 | 962 | 15662.2 | 477.1 | 343.8 | 193.3 | 18952.9 | 1087.7 | 13333.1 | 2358.8 | 857.9 | 13971.7 | 608.7 | 11216.0 | 475.1 | 2156.5 | 848.8 | 343.5 | 558.2 | 2332 | 1741.3 | 25036.4 | 1001.3 | 1048.0 | 3788.8 | 279.1 | 1276.6 | 1067.7 | 61419.5 | 82.8 | 262.1 | 168.0 | 485.4 | 1222.1 | 4965.8 | 8723.6 | 27719.5 | 923.8 | 2567.4 | 615.2 | 15423.1 | 177.3 | 763.5 | 247.4 | 264.3 | 102.4 | 23189.2 | 18485.0 | 1520.3 | 428.3 | 54125.8 | 719.1 | 713.3 | 5828.4 | 23335.8 | 5641.1 | 12524.5 | 723.0 | 38419.6 | 2767.3 | 673.9 | 7343.9 | 15394.9 | 516.0 | 12040.6 | 349.9 | 285.6 | 188.6 | 479.1 | 916.8 | 352.0 | 2940.1 | 739.5 | 1398.1 | 1931.3 | 4187.4 | 326.3 | 311.7 | 132.4 | 301.1 | 7684.9 | 359.4 | 361.5 | 1615.5 | 9773.9 | 30930.9 | 1066.4 | 402.9 | 2480.5 | 3549.2 | 1785.6 | 5339.1 | 10676.0 | 239.4 | 399.0 | 5816.0 | 21563.9 | 87365.3 | 868.6 | 18163.0 | 688.0 | 12336.5 | 1342.5 | 7840.2 | 6913.3 | 4274.1 | 50640.6 | 394.2 | 23083.1 | 18830.0 | 28508.4 | 5879.6 | 2226.9 | 788.9 | 2831.2 | 2097.1 | 1770.8 | 747.4 | 151.8 | 38354.3 | 4206.5 | 745 | 1740.0 | 52671.3 | 711.0 | 8930.3 | 2234.8 | 305.8 | 637.6 | 1842.4 | 2734.0 | 383.2 | 4765.0 | 121.9 | 287.1 | 520.2 | 209.7 | 1049.3 | 1408.9 | 162635.9 | 1299 | 793.4 | 6062.3 | 15589.3 | 220.1 | 1552.4 | 36705.7 | 40847.8 | 127472.6 | 236.3 | 238.8 | 19381.4 | 293.7 | 383.2 | 781.0 | 858.1 | 118.2 | 2220.4 | 477.2 | 151.2 | 264.5 | 592.2 | 795.0 | 32874.4 | 1205.7 | 1461.9 | 180.3 | 420.8 | 1345.3 | 8270.0 | 991.5 | 165395.2 | 6369.2 | 438.2 | 214.3 | 136.7 | 732.2 | 2189.7 | 1855.5 | 15254.0 | 1532.2 | 3802.0 | 1844.0 | 3057.7 | 8110.7 | 524.0 | 1492.2 | 228.0 | 3608.6 | 356.9 | 15184.6 | 9200.8 | 677.7 | 211.4 | 2499.2 | 1599.0 | 7282.6 | 2356.6 | 4422.8 | 2421.0 | 6547.2 | 460.1 | 44954.8 | 137.9 | 219.3 | 2187.1 | 238.3 | 361.2 | 1226.2 | 6349.1 | 36154.1 | 2126.6 | 418.0 | 368.7 | 2306.9 | 1187.0 | 255289.9 | 1711.8 | 604.1 | 7166.3 | 674.9 | 5828.4 | 402.4 | 22975.0 | 2466.4 | 137.8 | 407.9 | 794.1 | 207096.3 | 208185.7 | 434.6 | 2774.5 | 17749.4 | 1340.5 | 523.8 | 1090.3 | 1191.6 | 603.1 | 5335.9 | 1349.2 | 3068.3 | 112106.9 | 1092.4 | 803.0 | 1064.2 | 11642.9 | 1181.5 | 1069.1 | 3471.0 | 492.9 | 9621.9 | 304.6 | 1660.7 | 2529.8 | 993.9 | 400.1 | 4105.9 | 529.6 | 2221.1 | 801.7 | 1043.0 | 556.9 | 12113.6 | 1081.4 | 211.5 | 829.1 | 10427.1 | 5821.9 | 1539.3 | 32285.7 | 482.5 | 3593.3 | 3277.0 | 237.8 | 35558.9 | 566.5 | 113.2 | 1999.6 | 2121.1 | 5043.3 | 62823.4 | 1941.9 | 37159.8 | 8872.9 | 364.5 | 408.7 | 4279.3 | 1481.6 | 2540.5 | 657.5 | 4641.6 | 1429.1 | 18304.7 | 7532.3 | 1254.9 | 914.4 | 7793.1 | 8422.4 | 459.2 | 305.1 | 29689.1 | 184.1 | 356.1 | 2981.7 | 3521.9 | 78801.0 | 1764.2 | 329.3 | 22245.4 | 302.2 | 1820.4 | 2015.5 | 479.6 | 10168.2 | 80718.6 | 3960.4 | 246.8 | 2491.5 | 332.0 | 234.8 | 698.2 | 690.1 | 10737.5 | 4013.9 | 1359.6 | 302.6 | 800.8 | 11888.7 | 4280.8 | 385.2 | 1159.4 | 38729.5 | 23827.1 | 26428.3 | 5809.7 | 296.9 | 3060.3 | 2025.0 | 490.8 | 6366.3 | 661.5 | 1325.8 | 516 | 3021.6 | 181 | 150.7 | 720.8 | 1109.3 | 11343.9 | 2104.3 | 1595.0 | 1902.1 | 4613.9 | 5417.8 | 943.1 | 127.7 | 3156.7 | 738.8 | 536.6 | 435.1 | 197.5 | 3097.3 | 6094.9 | 4244.7 | 2369.2 | 1071.5 | 1164 | 4973.7 | 1305.2 | 6731.6 | 3230.9 | 7282.0 | 513.7 | 302.1 | 29156.7 | 3621.3 | 3522.2 | 571.1 | 6257.9 | 2546.2 | 516.4 | 1465.7 | 2773.9 | 1208.6 | 3882.2 | 493.8 | 578.9 | 6219.8 | 473.2 | 3119.9 | 1387.9 | 2294.7 | 227.0 | 1193.5 | 1282.8 | 111.3 | 2621.6 | 5615.2 | 53137.1 | 198.1 | 7129.3 | 2051.4 | 3039.8 | 11053.6 | 3303.9 | 699.8 | 392.4 | 2065.8 | 635.2 | 48153.8 | 18423.4 | 677.1 | 105.5 | 3277.8 | 130745.3 | 578.8 | 12949.6 | 2080.3 | 1814.0 | 4289.4 | 7156.4 | 285.7 | 277.2 | 1032.5 | 1571.6 | 132.4 | 149.8 | 2909 | 13145.7 | 1132.6 | 6607.6 | 20635.8 | 6579.9 | 182.3 | 215.0 | 401.6 | 1016.1 | 3252.1 | 86840.9 | 851.7 | 511.6 | 89385.2 | 869.3 | 2099.4 | 7477.2 | 159.6 | 929.1 | 9721.2 | 682.9 | 314.0 | 259.1 | 4300.4 | 163.9 | 29396.1 | 1180.6 | 801.0 | 259 | 6342.2 | 16008.9 | 1638.7 | 15499 | 6366.2 | 2450.9 | 577.1 | 447.7 | 2010.9 | 11059.0 | 115.9 | 1786.7 | 48932.7 | 3347.6 | 8330.0 | 2477.0 | 20234.5 | 358.6 | 750.5 | 11113.4 | 691.7 | 7997.4 | 35585.0 | 2343.4 | 278.2 | 17652.7 | 6168.0 | 13091.0 | 1638.7 | 3894.5 | 1569.2 | 15443.3 | 1562.8 | 418.2 | 169.5 | 3880.2 | 2220.2 | 398.4 | 3940.8 | 11187.0 | 4519.7 | 2128.6 | 154.3 | 1964.1 | 5981.0 | 163.4 | 185.3 | 1361.4 | 113.8 | 122.3 | 1905.3 | 26281.7 | 134 | 2045.0 | 910.0 | 5344.6 | 4325.0 | 5343.3 | 11289.1 | 2572.2 | 636.0 | 763.4 | 295.6 | 315.4 | 32060.9 | 236.2 | 6905.5 | 891.1 | 2446.2 | 963.4 | 311.4 | 1319.6 | 417.1 | 5807.8 | 29717.2 | 344.4 | 1645.4 | 13999.2 | 508.3 | 4684.3 | 1351.8 | 5322.3 | 1104.4 | 15303.7 | 2311.4 | 3283.1 | 2381.2 | 3579.8 | 567.6 | 2049.0 | 4867.3 | 6057.6 | 1015.3 | 2454.2 | 1101.8 | 1561.5 | 2287.9 | 2259.2 | 815.2 | 1288.5 | 669.5 | 12635.9 | 1216.8 | 2162.4 | 8085.9 | 4799.7 | 4749.0 | 328.9 | 589.9 | 5453.7 | 933.5 | 29756.4 | 6417.1 | 729.4 | 1707.3 | 8755.4 | 11550.2 | 3225.8 | 16317.1 | 321.8 | 790.7 | 440.4 | 3507.5 | 173.3 | 666.5 | 1143.8 | 598.3 | 379.6 | 227.3 | 1844.2 | 1462.4 | 3485.3 | 1244.8 | 4583.3 | 1922.2 | 515.7 | 78.7 | 4891.7 | 1403.2 | 629.6 | 351.1 | 452.1 | 677.2 | 868.9 | 19203.0 | 592.2 | 4338.1 | 9481.9 | 414.2 | 1195.4 | 283.4 | 1697.6 | 15073.1 | 275.2 | 608.8 | 162.4 | 485.9 | 10239.8 | 7990.9 | 135346.2 | 4398.2 | 3084.9 | 100918.6 | 942.3 | 18633.5 | 6855.4 | 2039.5 | 16440.2 | 477.2 | 871.8 | 952.4 | 193.3 | 26260.4 | 1216.7 | 5750.2 | 16320.7 | 1467.4 | 1678.7 | 623.0 | 332.8 | 426.0 | 290.1 | 16750.6 | 23477.0 | 651.5 | 1289.4 | 314.5 | 275.6 | 919.7 | 4287.7 | 4167.6 | 404.9 | 4361.2 | 18181.8 | 5958.9 | 331.2 | 184.8 | 8142.5 | 520.0 | 297.6 | 72402.1 | 258.2 | 23402.8 | 346.3 | 6729.7 | 669.2 | 162.5 | 252.1 | 9445.3 | 210.4 | 254.2 | 313.5 | 16335.2 | 113.2 | 1486.6 | 280.5 | 316.0 | 205.8 | 155.3 | 15603.4 | 42072.1 | 529.6 | 3534.2 | 19922.2 | 6040.5 | 18702.7 | 18215.2 | 177.7 | 738.4 | 1774.7 | 63903.6 | 9298.7 | 247597.6 | 1006.7 | 286.9 | 6179.9 | 189.7 | 13938.4 | 5117.3 | 4797.1 | 169.2 | 11530.1 | 49088.3 | 862.1 | 2912 | 5597.9 | 2979.2 | 8923.4 | 5588.9 | 4682.7 | 1599.6 | 378.4 | 52398.7 | 197.2 | 502.5 | 33424.6 | 1090.1 | 598.4 | 2053.5 | 152.5 | 175.9 | 380.2 | 25362.4 | 6381.6 | 186.6 | 564.6 | 6048.0 | 304.1 | 8258.8 | 17177.5 | 3554.9 | 393.7 | 188.5 | 43906.5 | 8731.2 | 15610.5 | 6479.0 | 220.9 | 27152.4 | 1869.8 | 17334.6 | 2671.3 | 12421.5 | 3294.0 | 3212.6 | 1821.4 | 1468.7 | 584.0 | 204.6 | 2647.0 | 401.8 | 281.9 | 139.9 | 2707.9 | 30568.3 | 4715.9 | 341.4 | 1439.0 | 269.9 | 243.1 | 4704.0 | 6163.9 | 993.4 | 3618.2 | 332.9 | 327.6 | 1414.3 | 95.7 | 152.3 | 1057.2 | 2587.8 | 2397.5 | 109.8 | 15232.2 | 466.0 | 4533.4 | 186.7 | 1815.5 | 1138.4 | 11048.7 | 7311.0 | 5849.2 | 105731.0 | 581.6 | 2065.8 | 1191.4 | 1440.6 | 248.5 | 21378.8 | 1552.0 | 13905.4 | 15380.7 | 2554.1 | 307.1 | 1710.2 | 15144.0 | 322.5 | 7226.2 | 1124.7 | 388.3 | 27141.3 | 499.6 | 757.9 | 888.3 | 636.3 | 4969.8 | 488.7 | 579.0 | 597.4 | 326.3 | 645.9 | 94.0 | 5753.0 | 474.3 | 766.9 | 316.5 | 4076.1 | 2441.6 | 274.5 | 11775.7 | 373.9 | 423.8 | 303.6 | 365.0 | 5250.0 | 1350.2 | 3581.7 | 1160.8 | 2625.3 | 4125.0 | 13458.1 | 40857.5 | 149.0 | 2245.7 | 2933 | 1020.1 | 496.2 | 4436.7 | 649.7 | 1150.6 | 784.1 | 33585.6 | 2245.7 | 653.4 | 5250.2 | 1002.3 | 4000.5 | 1257.1 | 724.5 | 532.3 | 752.1 | 386.0 | 1182.8 | 472.6 | 4238.7 | 10250.8 | 5210.1 | 3309.6 | 141.1 | 950.5 | 173.4 | 357.1 | 6561.4 | 192.1 | 1863.0 | 307.2 | 3018.4 | 68072.0 | 12790.0 | 1861.7 | 439.3 | 998.9 | 6156.6 | 2799.2 | 16736.3 | 2898.3 | 348.6 | 3865.2 | 960.4 | 100120.3 | 296.1 | 9447.3 | 586.1 | 582.0 | 6099.0 | 2359.7 | 1730.3 | 825.7 | 1300.3 | 666.9 | 7006.7 | 13503.9 | 3420.6 | 2451.9 | 106187.1 | 1626.2 | 4381.5 | 1406.8 | 6377.8 | 161.0 | 4290.9 | 161.9 | 14539.5 | 3288.2 | 5355.1 | 249.9 | 5935.6 | 6172.0 | 2726.9 | 625.3 | 268.9 | 299.3 | 608.9 | 60807.8 | 1238.5 | 620.7 | 21727.7 | 164 | 182.0 | 1285.6 | 5587.8 | 415.8 | 114517.4 | 960.7 | 7390.0 | 735.4 | 676.7 | 1008.1 | 459.6 | 2933.5 | 37558 | 2283.0 | 470.8 | 17469.2 | 7215.7 | 1215.4 | 677.6 | 534.9 | 413.8 | 353.5 | 1516.4 | 4442.5 | 36039.1 | 1982.6 | 1102.6 | 545.4 | 4423.0 | 953.5 | 6408.6 | 122.3 | 404.9 | 778.6 | 2348.1 | 303.9 | 1482.1 | 903.2 | 1586.6 | 743.1 | 141.8 | 241.3 | 5091.1 | 583.7 | 17557.2 | 555.4 | 254.5 | 21874.5 | 1598.1 | 6092.3 | 750.3 | 888.0 | 241.2 | 2666.5 | 2512.8 | 300.2 | 4249.6 | 11202.1 | 628.1 | 213.6 | 374.8 | 1123.4 | 229.7 | 299.0 | 287.4 | 6367.8 | 304.5 | 541.2 | 906.3 | 3453.0 | 1321.2 | 672.0 | 22681.1 | 704.9 | 15649.3 | 680.8 | 1029.9 | 2445.2 | 909.6 | 2655.8 | 3101.9 | 302.0 | 5629.3 | 12834.8 | 1163.8 | 23614.8 | 354.0 | 9450.3 | 243.8 | 878.3 | 1093.1 | 681.5 | 10749.4 | 136.5 | 3853.2 | 5763.3 | 329.8 | 260.3 | 912.6 | 3946.9 | 368.9 | 33093.8 | 183.5 | 392.4 | 9911.0 | 573.5 | 1575.8 | 920.2 | 2295.7 | 265 | 607.3 | 397.1 | 1693.7 | 70699.1 | 1198.9 | 10261.5 | 5288.0 | 28416.1 | 3735.3 | 2258.4 | 2746.0 | 625.4 | 1388.1 | 1085.3 | 28428.1 | 3454.4 | 2270.8 | 1482.6 | 1343.4 | 1809.7 | 364.9 | 2309.8 | 11646.3 | 23347.6 | 28257.9 | 636.2 | 14039.7 | 7082.2 | 269.6 | 265712.9 | 3123.1 | 146883.0 | 193.0 | 10186.9 | 996.2 | 3313.2 | 3483.3 | 1825.5 | 12022.8 | 4813.5 | 309.6 | 1855.4 | 1590.2 | 3100.1 | 459.6 | 5274.7 | 740.1 | 399.8 | 1175.8 | 668.1 | 15392.6 | 594.6 | 22265.5 | 2911.1 | 635.8 | 2117.8 | 1548.1 | 1752.3 | 2052.3 | 8751.6 | 3772.8 | 7456.2 | 1193.7 | 12674.3 | 35717.4 | 4348.2 | 468.6 | 1015.0 | 16774.8 | 1287.8 | 5812.9 | 3009.4 | 1341.4 | 5766.1 | 191.2 | 748.5 | 70387.6 | 2060.2 | 47959.1 | 811.3 | 61389.5 | 10750.5 | 401.3 | 439.1 | 42496.4 | 1169.8 | 222.3 | 15033.8 | 542.8 | 1164.9 | 37919.1 | 93439.6 | 8319.1 | 3325.1 | 563.1 | 1201.7 | 2699.9 | 610.6 | 1122.5 | 646.1 | 797.3 | 278.1 | 3152.9 | 596.4 | 1848.9 | 428.6 | 6102.4 | 184.1 | 411.7 | 903.5 | 339.6 | 522.0 | 185.9 | 3904.9 | 613.9 | 2793.1 | 1100.2 | 129.5 | 164162.3 | 4589.3 | 81351.5 | 935.8 | 10950.4 | 1161.4 | 617.2 | 19176.2 | 46386.3 | 255.6 | 1518.7 | 1566.9 | 677.7 | 253.0 | 1246.2 | 179.8 | 869.1 | 13060.6 | 385.8 | 789.3 | 240.2 | 2530.8 | 1231.7 | 2202.1 | 735.5 | 1160.9 | 5096.5 | 477.3 | 757.3 | 491.3 | 1151.9 | 3473.0 | 8744.1 | 27201.5 | 1961.1 | 11932.4 | 97435.5 | 192.9 | 1267.7 | 204.8 | 9657.3 | 16653.9 | 266.6 | 849.9 | 296.3 | 1077.4 | 800.6 | 406.0 | 1012.6 | 108.8 | 684.1 | 12383.9 | 548.9 | 2135.1 | 11116.1 | 380.8 | 984.9 | 948.3 | 3463.9 | 271.5 | 4425.8 | 1327.6 | 426.1 | 979.2 | 970.8 | 1594.3 | 162.6 | 392.7 | 3068.9 | 2262.0 | 3092.3 | 833.7 | 453.4 | 365.9 | 11557.3 | 614.8 | 1261.6 | 4799.3 | 5252.0 | 5389.9 | 629.5 | 1338.5 | 56533.7 | 1992.0 | 5103.9 | 12593.1 | 4576.5 |
| PDAL120HLU | 1 | 65 | 66 | 14 | Female | 25 | 305 | PD | UTSW | 64.5 | 305 | 72 | Female | Set.4 | 1942.8 | 774.1 | 47926.6 | 649.6 | 1108.5 | 2704.5 | 1255.0 | 7462.3 | 824.6 | 275.0 | 308.4 | 19176.7 | 21014.7 | 1655.5 | 2308.3 | 193.9 | 17054.5 | 561.6 | 1724.2 | 3085.3 | 616.9 | 1921.2 | 4169.4 | 480.3 | 3550.2 | 472.8 | 220.6 | 2104.0 | 10045.5 | 10098.0 | 68400.3 | 33851.5 | 505.7 | 1819.7 | 7667.6 | 1081.2 | 411.7 | 388.9 | 1901.4 | 1744.9 | 1540.5 | 656.2 | 557.7 | 613.7 | 19890.3 | 40190.5 | 4222.5 | 1859.1 | 1094.6 | 1187.8 | 5590.0 | 1847.7 | 36773.2 | 12704.1 | 2107.4 | 344.2 | 2018.0 | 3174.5 | 8902.6 | 25239.3 | 5798.1 | 6428.8 | 68375.3 | 3244.0 | 199.1 | 602.7 | 1011.3 | 6141.4 | 1339.9 | 10232.8 | 1942.7 | 1710.7 | 1066.1 | 795.8 | 340.1 | 488.3 | 962 | 15662.2 | 477.1 | 343.8 | 193.3 | 18952.9 | 1087.7 | 13333.1 | 2358.8 | 857.9 | 13971.7 | 608.7 | 11216.0 | 475.1 | 2156.5 | 848.8 | 343.5 | 558.2 | 2332 | 1741.3 | 25036.4 | 1001.3 | 1048.0 | 3788.8 | 279.1 | 1276.6 | 1067.7 | 61419.5 | 82.8 | 262.1 | 168.0 | 485.4 | 1222.1 | 4965.8 | 8723.6 | 27719.5 | 923.8 | 2567.4 | 615.2 | 15423.1 | 177.3 | 763.5 | 247.4 | 264.3 | 102.4 | 23189.2 | 18485.0 | 1520.3 | 428.3 | 54125.8 | 719.1 | 713.3 | 5828.4 | 23335.8 | 5641.1 | 12524.5 | 723.0 | 38419.6 | 2767.3 | 673.9 | 7343.9 | 15394.9 | 516.0 | 12040.6 | 349.9 | 285.6 | 188.6 | 479.1 | 916.8 | 352.0 | 2940.1 | 739.5 | 1398.1 | 1931.3 | 4187.4 | 326.3 | 311.7 | 132.4 | 301.1 | 7684.9 | 359.4 | 361.5 | 1615.5 | 9773.9 | 30930.9 | 1066.4 | 402.9 | 2480.5 | 3549.2 | 1785.6 | 5339.1 | 10676.0 | 239.4 | 399.0 | 5816.0 | 21563.9 | 87365.3 | 868.6 | 18163.0 | 688.0 | 12336.5 | 1342.5 | 7840.2 | 6913.3 | 4274.1 | 50640.6 | 394.2 | 23083.1 | 18830.0 | 28508.4 | 5879.6 | 2226.9 | 788.9 | 2831.2 | 2097.1 | 1770.8 | 747.4 | 151.8 | 38354.3 | 4206.5 | 745 | 1740.0 | 52671.3 | 711.0 | 8930.3 | 2234.8 | 305.8 | 637.6 | 1842.4 | 2734.0 | 383.2 | 4765.0 | 121.9 | 287.1 | 520.2 | 209.7 | 1049.3 | 1408.9 | 162635.9 | 1299 | 793.4 | 6062.3 | 15589.3 | 220.1 | 1552.4 | 36705.7 | 40847.8 | 127472.6 | 236.3 | 238.8 | 19381.4 | 293.7 | 383.2 | 781.0 | 858.1 | 118.2 | 2220.4 | 477.2 | 151.2 | 264.5 | 592.2 | 795.0 | 32874.4 | 1205.7 | 1461.9 | 180.3 | 420.8 | 1345.3 | 8270.0 | 991.5 | 165395.2 | 6369.2 | 438.2 | 214.3 | 136.7 | 732.2 | 2189.7 | 1855.5 | 15254.0 | 1532.2 | 3802.0 | 1844.0 | 3057.7 | 8110.7 | 524.0 | 1492.2 | 228.0 | 3608.6 | 356.9 | 15184.6 | 9200.8 | 677.7 | 211.4 | 2499.2 | 1599.0 | 7282.6 | 2356.6 | 4422.8 | 2421.0 | 6547.2 | 460.1 | 44954.8 | 137.9 | 219.3 | 2187.1 | 238.3 | 361.2 | 1226.2 | 6349.1 | 36154.1 | 2126.6 | 418.0 | 368.7 | 2306.9 | 1187.0 | 255289.9 | 1711.8 | 604.1 | 7166.3 | 674.9 | 5828.4 | 402.4 | 22975.0 | 2466.4 | 137.8 | 407.9 | 794.1 | 207096.3 | 208185.7 | 434.6 | 2774.5 | 17749.4 | 1340.5 | 523.8 | 1090.3 | 1191.6 | 603.1 | 5335.9 | 1349.2 | 3068.3 | 112106.9 | 1092.4 | 803.0 | 1064.2 | 11642.9 | 1181.5 | 1069.1 | 3471.0 | 492.9 | 9621.9 | 304.6 | 1660.7 | 2529.8 | 993.9 | 400.1 | 4105.9 | 529.6 | 2221.1 | 801.7 | 1043.0 | 556.9 | 12113.6 | 1081.4 | 211.5 | 829.1 | 10427.1 | 5821.9 | 1539.3 | 32285.7 | 482.5 | 3593.3 | 3277.0 | 237.8 | 35558.9 | 566.5 | 113.2 | 1999.6 | 2121.1 | 5043.3 | 62823.4 | 1941.9 | 37159.8 | 8872.9 | 364.5 | 408.7 | 4279.3 | 1481.6 | 2540.5 | 657.5 | 4641.6 | 1429.1 | 18304.7 | 7532.3 | 1254.9 | 914.4 | 7793.1 | 8422.4 | 459.2 | 305.1 | 29689.1 | 184.1 | 356.1 | 2981.7 | 3521.9 | 78801.0 | 1764.2 | 329.3 | 22245.4 | 302.2 | 1820.4 | 2015.5 | 479.6 | 10168.2 | 80718.6 | 3960.4 | 246.8 | 2491.5 | 332.0 | 234.8 | 698.2 | 690.1 | 10737.5 | 4013.9 | 1359.6 | 302.6 | 800.8 | 11888.7 | 4280.8 | 385.2 | 1159.4 | 38729.5 | 23827.1 | 26428.3 | 5809.7 | 296.9 | 3060.3 | 2025.0 | 490.8 | 6366.3 | 661.5 | 1325.8 | 516 | 3021.6 | 181 | 150.7 | 720.8 | 1109.3 | 11343.9 | 2104.3 | 1595.0 | 1902.1 | 4613.9 | 5417.8 | 943.1 | 127.7 | 3156.7 | 738.8 | 536.6 | 435.1 | 197.5 | 3097.3 | 6094.9 | 4244.7 | 2369.2 | 1071.5 | 1164 | 4973.7 | 1305.2 | 6731.6 | 3230.9 | 7282.0 | 513.7 | 302.1 | 29156.7 | 3621.3 | 3522.2 | 571.1 | 6257.9 | 2546.2 | 516.4 | 1465.7 | 2773.9 | 1208.6 | 3882.2 | 493.8 | 578.9 | 6219.8 | 473.2 | 3119.9 | 1387.9 | 2294.7 | 227.0 | 1193.5 | 1282.8 | 111.3 | 2621.6 | 5615.2 | 53137.1 | 198.1 | 7129.3 | 2051.4 | 3039.8 | 11053.6 | 3303.9 | 699.8 | 392.4 | 2065.8 | 635.2 | 48153.8 | 18423.4 | 677.1 | 105.5 | 3277.8 | 130745.3 | 578.8 | 12949.6 | 2080.3 | 1814.0 | 4289.4 | 7156.4 | 285.7 | 277.2 | 1032.5 | 1571.6 | 132.4 | 149.8 | 2909 | 13145.7 | 1132.6 | 6607.6 | 20635.8 | 6579.9 | 182.3 | 215.0 | 401.6 | 1016.1 | 3252.1 | 86840.9 | 851.7 | 511.6 | 89385.2 | 869.3 | 2099.4 | 7477.2 | 159.6 | 929.1 | 9721.2 | 682.9 | 314.0 | 259.1 | 4300.4 | 163.9 | 29396.1 | 1180.6 | 801.0 | 259 | 6342.2 | 16008.9 | 1638.7 | 15499 | 6366.2 | 2450.9 | 577.1 | 447.7 | 2010.9 | 11059.0 | 115.9 | 1786.7 | 48932.7 | 3347.6 | 8330.0 | 2477.0 | 20234.5 | 358.6 | 750.5 | 11113.4 | 691.7 | 7997.4 | 35585.0 | 2343.4 | 278.2 | 17652.7 | 6168.0 | 13091.0 | 1638.7 | 3894.5 | 1569.2 | 15443.3 | 1562.8 | 418.2 | 169.5 | 3880.2 | 2220.2 | 398.4 | 3940.8 | 11187.0 | 4519.7 | 2128.6 | 154.3 | 1964.1 | 5981.0 | 163.4 | 185.3 | 1361.4 | 113.8 | 122.3 | 1905.3 | 26281.7 | 134 | 2045.0 | 910.0 | 5344.6 | 4325.0 | 5343.3 | 11289.1 | 2572.2 | 636.0 | 763.4 | 295.6 | 315.4 | 32060.9 | 236.2 | 6905.5 | 891.1 | 2446.2 | 963.4 | 311.4 | 1319.6 | 417.1 | 5807.8 | 29717.2 | 344.4 | 1645.4 | 13999.2 | 508.3 | 4684.3 | 1351.8 | 5322.3 | 1104.4 | 15303.7 | 2311.4 | 3283.1 | 2381.2 | 3579.8 | 567.6 | 2049.0 | 4867.3 | 6057.6 | 1015.3 | 2454.2 | 1101.8 | 1561.5 | 2287.9 | 2259.2 | 815.2 | 1288.5 | 669.5 | 12635.9 | 1216.8 | 2162.4 | 8085.9 | 4799.7 | 4749.0 | 328.9 | 589.9 | 5453.7 | 933.5 | 29756.4 | 6417.1 | 729.4 | 1707.3 | 8755.4 | 11550.2 | 3225.8 | 16317.1 | 321.8 | 790.7 | 440.4 | 3507.5 | 173.3 | 666.5 | 1143.8 | 598.3 | 379.6 | 227.3 | 1844.2 | 1462.4 | 3485.3 | 1244.8 | 4583.3 | 1922.2 | 515.7 | 78.7 | 4891.7 | 1403.2 | 629.6 | 351.1 | 452.1 | 677.2 | 868.9 | 19203.0 | 592.2 | 4338.1 | 9481.9 | 414.2 | 1195.4 | 283.4 | 1697.6 | 15073.1 | 275.2 | 608.8 | 162.4 | 485.9 | 10239.8 | 7990.9 | 135346.2 | 4398.2 | 3084.9 | 100918.6 | 942.3 | 18633.5 | 6855.4 | 2039.5 | 16440.2 | 477.2 | 871.8 | 952.4 | 193.3 | 26260.4 | 1216.7 | 5750.2 | 16320.7 | 1467.4 | 1678.7 | 623.0 | 332.8 | 426.0 | 290.1 | 16750.6 | 23477.0 | 651.5 | 1289.4 | 314.5 | 275.6 | 919.7 | 4287.7 | 4167.6 | 404.9 | 4361.2 | 18181.8 | 5958.9 | 331.2 | 184.8 | 8142.5 | 520.0 | 297.6 | 72402.1 | 258.2 | 23402.8 | 346.3 | 6729.7 | 669.2 | 162.5 | 252.1 | 9445.3 | 210.4 | 254.2 | 313.5 | 16335.2 | 113.2 | 1486.6 | 280.5 | 316.0 | 205.8 | 155.3 | 15603.4 | 42072.1 | 529.6 | 3534.2 | 19922.2 | 6040.5 | 18702.7 | 18215.2 | 177.7 | 738.4 | 1774.7 | 63903.6 | 9298.7 | 247597.6 | 1006.7 | 286.9 | 6179.9 | 189.7 | 13938.4 | 5117.3 | 4797.1 | 169.2 | 11530.1 | 49088.3 | 862.1 | 2912 | 5597.9 | 2979.2 | 8923.4 | 5588.9 | 4682.7 | 1599.6 | 378.4 | 52398.7 | 197.2 | 502.5 | 33424.6 | 1090.1 | 598.4 | 2053.5 | 152.5 | 175.9 | 380.2 | 25362.4 | 6381.6 | 186.6 | 564.6 | 6048.0 | 304.1 | 8258.8 | 17177.5 | 3554.9 | 393.7 | 188.5 | 43906.5 | 8731.2 | 15610.5 | 6479.0 | 220.9 | 27152.4 | 1869.8 | 17334.6 | 2671.3 | 12421.5 | 3294.0 | 3212.6 | 1821.4 | 1468.7 | 584.0 | 204.6 | 2647.0 | 401.8 | 281.9 | 139.9 | 2707.9 | 30568.3 | 4715.9 | 341.4 | 1439.0 | 269.9 | 243.1 | 4704.0 | 6163.9 | 993.4 | 3618.2 | 332.9 | 327.6 | 1414.3 | 95.7 | 152.3 | 1057.2 | 2587.8 | 2397.5 | 109.8 | 15232.2 | 466.0 | 4533.4 | 186.7 | 1815.5 | 1138.4 | 11048.7 | 7311.0 | 5849.2 | 105731.0 | 581.6 | 2065.8 | 1191.4 | 1440.6 | 248.5 | 21378.8 | 1552.0 | 13905.4 | 15380.7 | 2554.1 | 307.1 | 1710.2 | 15144.0 | 322.5 | 7226.2 | 1124.7 | 388.3 | 27141.3 | 499.6 | 757.9 | 888.3 | 636.3 | 4969.8 | 488.7 | 579.0 | 597.4 | 326.3 | 645.9 | 94.0 | 5753.0 | 474.3 | 766.9 | 316.5 | 4076.1 | 2441.6 | 274.5 | 11775.7 | 373.9 | 423.8 | 303.6 | 365.0 | 5250.0 | 1350.2 | 3581.7 | 1160.8 | 2625.3 | 4125.0 | 13458.1 | 40857.5 | 149.0 | 2245.7 | 2933 | 1020.1 | 496.2 | 4436.7 | 649.7 | 1150.6 | 784.1 | 33585.6 | 2245.7 | 653.4 | 5250.2 | 1002.3 | 4000.5 | 1257.1 | 724.5 | 532.3 | 752.1 | 386.0 | 1182.8 | 472.6 | 4238.7 | 10250.8 | 5210.1 | 3309.6 | 141.1 | 950.5 | 173.4 | 357.1 | 6561.4 | 192.1 | 1863.0 | 307.2 | 3018.4 | 68072.0 | 12790.0 | 1861.7 | 439.3 | 998.9 | 6156.6 | 2799.2 | 16736.3 | 2898.3 | 348.6 | 3865.2 | 960.4 | 100120.3 | 296.1 | 9447.3 | 586.1 | 582.0 | 6099.0 | 2359.7 | 1730.3 | 825.7 | 1300.3 | 666.9 | 7006.7 | 13503.9 | 3420.6 | 2451.9 | 106187.1 | 1626.2 | 4381.5 | 1406.8 | 6377.8 | 161.0 | 4290.9 | 161.9 | 14539.5 | 3288.2 | 5355.1 | 249.9 | 5935.6 | 6172.0 | 2726.9 | 625.3 | 268.9 | 299.3 | 608.9 | 60807.8 | 1238.5 | 620.7 | 21727.7 | 164 | 182.0 | 1285.6 | 5587.8 | 415.8 | 114517.4 | 960.7 | 7390.0 | 735.4 | 676.7 | 1008.1 | 459.6 | 2933.5 | 37558 | 2283.0 | 470.8 | 17469.2 | 7215.7 | 1215.4 | 677.6 | 534.9 | 413.8 | 353.5 | 1516.4 | 4442.5 | 36039.1 | 1982.6 | 1102.6 | 545.4 | 4423.0 | 953.5 | 6408.6 | 122.3 | 404.9 | 778.6 | 2348.1 | 303.9 | 1482.1 | 903.2 | 1586.6 | 743.1 | 141.8 | 241.3 | 5091.1 | 583.7 | 17557.2 | 555.4 | 254.5 | 21874.5 | 1598.1 | 6092.3 | 750.3 | 888.0 | 241.2 | 2666.5 | 2512.8 | 300.2 | 4249.6 | 11202.1 | 628.1 | 213.6 | 374.8 | 1123.4 | 229.7 | 299.0 | 287.4 | 6367.8 | 304.5 | 541.2 | 906.3 | 3453.0 | 1321.2 | 672.0 | 22681.1 | 704.9 | 15649.3 | 680.8 | 1029.9 | 2445.2 | 909.6 | 2655.8 | 3101.9 | 302.0 | 5629.3 | 12834.8 | 1163.8 | 23614.8 | 354.0 | 9450.3 | 243.8 | 878.3 | 1093.1 | 681.5 | 10749.4 | 136.5 | 3853.2 | 5763.3 | 329.8 | 260.3 | 912.6 | 3946.9 | 368.9 | 33093.8 | 183.5 | 392.4 | 9911.0 | 573.5 | 1575.8 | 920.2 | 2295.7 | 265 | 607.3 | 397.1 | 1693.7 | 70699.1 | 1198.9 | 10261.5 | 5288.0 | 28416.1 | 3735.3 | 2258.4 | 2746.0 | 625.4 | 1388.1 | 1085.3 | 28428.1 | 3454.4 | 2270.8 | 1482.6 | 1343.4 | 1809.7 | 364.9 | 2309.8 | 11646.3 | 23347.6 | 28257.9 | 636.2 | 14039.7 | 7082.2 | 269.6 | 265712.9 | 3123.1 | 146883.0 | 193.0 | 10186.9 | 996.2 | 3313.2 | 3483.3 | 1825.5 | 12022.8 | 4813.5 | 309.6 | 1855.4 | 1590.2 | 3100.1 | 459.6 | 5274.7 | 740.1 | 399.8 | 1175.8 | 668.1 | 15392.6 | 594.6 | 22265.5 | 2911.1 | 635.8 | 2117.8 | 1548.1 | 1752.3 | 2052.3 | 8751.6 | 3772.8 | 7456.2 | 1193.7 | 12674.3 | 35717.4 | 4348.2 | 468.6 | 1015.0 | 16774.8 | 1287.8 | 5812.9 | 3009.4 | 1341.4 | 5766.1 | 191.2 | 748.5 | 70387.6 | 2060.2 | 47959.1 | 811.3 | 61389.5 | 10750.5 | 401.3 | 439.1 | 42496.4 | 1169.8 | 222.3 | 15033.8 | 542.8 | 1164.9 | 37919.1 | 93439.6 | 8319.1 | 3325.1 | 563.1 | 1201.7 | 2699.9 | 610.6 | 1122.5 | 646.1 | 797.3 | 278.1 | 3152.9 | 596.4 | 1848.9 | 428.6 | 6102.4 | 184.1 | 411.7 | 903.5 | 339.6 | 522.0 | 185.9 | 3904.9 | 613.9 | 2793.1 | 1100.2 | 129.5 | 164162.3 | 4589.3 | 81351.5 | 935.8 | 10950.4 | 1161.4 | 617.2 | 19176.2 | 46386.3 | 255.6 | 1518.7 | 1566.9 | 677.7 | 253.0 | 1246.2 | 179.8 | 869.1 | 13060.6 | 385.8 | 789.3 | 240.2 | 2530.8 | 1231.7 | 2202.1 | 735.5 | 1160.9 | 5096.5 | 477.3 | 757.3 | 491.3 | 1151.9 | 3473.0 | 8744.1 | 27201.5 | 1961.1 | 11932.4 | 97435.5 | 192.9 | 1267.7 | 204.8 | 9657.3 | 16653.9 | 266.6 | 849.9 | 296.3 | 1077.4 | 800.6 | 406.0 | 1012.6 | 108.8 | 684.1 | 12383.9 | 548.9 | 2135.1 | 11116.1 | 380.8 | 984.9 | 948.3 | 3463.9 | 271.5 | 4425.8 | 1327.6 | 426.1 | 979.2 | 970.8 | 1594.3 | 162.6 | 392.7 | 3068.9 | 2262.0 | 3092.3 | 833.7 | 453.4 | 365.9 | 11557.3 | 614.8 | 1261.6 | 4799.3 | 5252.0 | 5389.9 | 629.5 | 1338.5 | 56533.7 | 1992.0 | 5103.9 | 12593.1 | 4576.5 |
UTSW.UPDRS.merge$NCAM.120.Tertile <- with(Longitudinal, factor(
findInterval( NCAM.120, c(-Inf,
quantile(NCAM.120, probs=c(0.33,0.66)), Inf)),
labels=c("First Tertile","Second Tertile","Third Tertile")))
# Train LME model to see how fasat and slow progressors differ
UPDRS = lmer(UPDRS3 ~ NCAM.120.Tertile*YearstoVisit + AgeAtTest + Sex + as.numeric(DiseaseDuration)+ (1 | GUID), data=UTSW.UPDRS.merge, REML=F)
data(efc)
theme_set(theme_sjplot())
p5 = plot_model(UPDRS, type = "pred", terms = c("YearstoVisit", "NCAM.120.Tertile"),
title = " Cognitive Change \n (UTSW + Penn State Cohort)",
axis.title = c("YearstoVisit","Cognition(MoCA)"),
axis.labels = NULL, legend.title = "NCAM.120 Tertile",
wrap.title = 50, wrap.labels = 25, axis.lim = NULL, grid.breaks = NULL,
ci.lvl = 0.9, se = NULL, colors = "Set2", order.terms = c(3,1,2)) + scale_y_continuous(limits = c(0, 30), breaks = c(0,10,20,30,40)) + theme_classic() +
theme(legend.position = c(0.25, 0.2), legend.title = element_text(face = "bold", size = 16), legend.text = element_text(size = 20),
title = element_text(size = 23),
axis.title.x = element_text(size = 25, margin = margin(t = 10, r = 0, b = 0, l = 0)),
axis.title.y = element_text(size = 25, margin = margin(t = 0, r = 12, b = 0, l = 0)),
axis.text = element_text(size = 25, color = "black"), axis.line = element_line(size = 1), axis.ticks = element_line(size = 1))
p5